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Graham Neubig

  1. TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
    2024/12/18 by Frank F. Xu, Yufan Song, Xu, Frank F. +43 · 26 voices · 68 citations
    Computer Science · #Blockchain Technology Applications and Security
  2. Unlimiformer: Long-Range Transformers with Unlimited Length Input
    2023/05/02 by Amanda Bertsch, Uri Alon, Bertsch, Amanda +5 · 6 voices · 13 citations
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #cs.CL
  3. OpenHands: An Open Platform for AI Software Developers as Generalist Agents
    2024/07/23 by Xingyao Wang, Wang, Xingyao, Boxuan Li +47 · 3 voices · 252 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.SE
  4. Demystifying Long Chain-of-Thought Reasoning in LLMs
    2025/02/05 by Edward Yeo, Yuxuan Tong, Yeo, Edward +7 · 6 voices · 83 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #cs.CL #cs.LG
  5. Autonomous Tester Agent Benchmark
    2023/07/25 by Frank F. Xu, Zhou, Shuyan, Xu, Frank F. +19 · 272 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  6. Language Models of Code are Few-Shot Commonsense Learners
    2022/10/13 by Aman Madaan, Madaan, Aman, Shuyan Zhou +7 · 3 voices · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  7. Weight Poisoning Attacks on Pre-trained Models
    2020/04/14 by Keita Kurita, Kurita, Keita, Paul Michel +3 · 1 voice · 46 citations
    Computer Science · Social Sciences · #cs.LG #cs.CL #cs.CR #stat.ML
  8. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
    2021/07/28 by Pengfei Liu, Liu, Pengfei, Weizhe Yuan +9 · 150 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  9. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
    2022/09/14 by Pengfei Liu, Weizhe Yuan, Jinlan Fu +3 · 174 citations
    Computer Science · #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  10. DyNet: The Dynamic Neural Network Toolkit
    2017/01/15 by Graham Neubig, Neubig, Graham, Chris Dyer +48 · 2 voices · 21 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Mathematical Software (cs.MS) #Neural Networks and Applications #Time Series Analysis and Forecasting #Topic Modeling #cs.CL #cs.MS #stat.ML
  11. Are Sixteen Heads Really Better than One?
    2019/05/25 by Paul Michel, Michel, Paul, Omer Levy +3 · 72 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  12. Evaluating Text-to-Visual Generation with Image-to-Text Generation
    2024/04/01 by Zhiqiu Lin, Lin, Zhiqiu, Deepak Pathak +13 · 1 voice · 119 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #cs.AI #cs.CL #cs.CV #cs.LG #cs.MM
  13. PAL: Program-aided Language Models
    2022/11/18 by Luyu Gao, Aman Madaan, Gao, Luyu +13 · 93 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  14. BARTScore: Evaluating Generated Text as Text Generation
    2021/06/22 by Weizhe Yuan, Yuan, Weizhe, Graham Neubig +3 · 1 voice · 56 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL
  15. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
    2024/01/24 by Jing Yu Koh, Robert Lo, Koh, Jing Yu +17 · 106 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  16. From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
    2024/06/24 by Sean Welleck, Welleck, Sean, Amanda Bertsch +14 · 3 voices · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  17. Active Retrieval Augmented Generation
    2023/05/11 by Zhengbao Jiang, Jiang, Zhengbao, Frank F. Xu +15 · 72 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  18. Towards a Unified View of Parameter-Efficient Transfer Learning
    2021/10/08 by Junxian He, He, Junxian, Chunting Zhou +7 · 53 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. Neural Machine Translation and Sequence-to-sequence Models: A Tutorial
    2017/03/05 by Graham Neubig, Neubig, Graham · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG #stat.ML
  20. A Systematic Evaluation of Large Language Models of Code
    2022/02/26 by Frank F. Xu, Xu, Frank F., Uri Alon +5 · 42 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  21. SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
    2023/10/18 by Xuhui Zhou, Hao Zhu, Zhou, Xuhui +19 · 54 citations
    Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  22. The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
    2025/02/12 by Alejandro Cuadron, Cuadron, Alejandro, Dacheng Li +30 · 2 voices · 38 citations
    Computer Science · Social Sciences · #Experimental Behavioral Economics Studies #cs.AI
  23. Overtrained Language Models Are Harder to Fine-Tune
    2025/03/24 by Jacob Mitchell Springer, Jacob M. Springer, Springer, Jacob Mitchell +14 · 8 voices · 23 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  24. A Syntactic Neural Model for General-Purpose Code Generation
    2017/04/06 by Pengcheng Yin, Graham Neubig, Yin, Pengcheng +1 · 1 voice · 12 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL #cs.PL #cs.SE
  25. Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow
    2018/05/23 by Pengcheng Yin, Bowen Deng, Yin, Pengcheng +7 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  26. Training Software Engineering Agents and Verifiers with SWE-Gym
    2024/12/30 by Jiayi Pan, Pan, Jiayi, Xingyao Wang +11 · 66 citations
    Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Distributed and Parallel Computing Systems #Business Process Modeling and Analysis
  27. Do LLMs exhibit human-like response biases? A case study in survey design
    2023/11/07 by Lindia Tjuatja, Valerie Chen, Tjuatja, Lindia +7 · 36 citations
    Social Sciences · #Psychology of Social Influence #Survey Methodology and Nonresponse
  28. Agent Workflow Memory
    2024/09/11 by Zora Zhiruo Wang, Wang, Zora Zhiruo, Daniel Fried +4 · 46 citations
    Business, Management and Accounting · Decision Sciences · Computer Science · #Business Process Modeling and Analysis #Scientific Computing and Data Management #Multi-Agent Systems and Negotiation
  29. An In-depth Look at Gemini's Language Abilities
    2023/12/18 by Syeda Nahida Akter, Zichun Yu, Akter, Syeda Nahida +15 · 2 voices · 1 citation
    #cs.CL #cs.AI
  30. In-Context Learning with Long-Context Models: An In-Depth Exploration
    2024/04/30 by Amanda Bertsch, Maor Ivgi, Bertsch, Amanda +10 · 3 voices · 21 citations
    Computer Science · #Data Stream Mining Techniques #Machine Learning in Healthcare #Machine Learning and Data Classification
  31. FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios
    2023/07/25 by I-Chun Chern, Steffi Chern, Chern, I-Chun +15 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  32. DocPrompting: Generating Code by Retrieving the Docs
    2022/07/13 by Shuyan Zhou, Uri Alon, Zhou, Shuyan +8 · 22 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE) #Software Engineering Research
  33. Learning Performance-Improving Code Edits
    2023/02/15 by Alexander Shypula, Shypula, Alexander, Aman Madaan +14 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
  34. Large Language Models Enable Few-Shot Clustering
    2023/07/02 by Vijay Viswanathan, Viswanathan, Vijay, Kiril Gashteovski +7 · 1 voice · 14 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
  35. CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code
    2023/02/10 by Shuyan Zhou, Uri Alon, Zhou, Shuyan +5 · 20 citations
    Computer Science · Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  36. The BrowserGym Ecosystem for Web Agent Research
    2024/12/06 by Thibault Le Sellier De Chezelles, De Chezelles, Thibault Le Sellier, Maxime Gasse +37 · 41 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Peer-to-Peer Network Technologies #Scientific Computing and Data Management #Software Engineering (cs.SE)
  37. Stress Test Evaluation for Natural Language Inference
    2018/06/02 by Aakanksha Naik, Naik, Aakanksha, Abhilasha Ravichander +7 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  38. CodeRAG-Bench: Can Retrieval Augment Code Generation?
    2024/06/20 by Zora Zhiruo Wang, Akari Asai, Wang, Zora Zhiruo +11 · 29 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Software Engineering (cs.SE)
  39. Fine-grained Hallucination Detection and Editing for Language Models
    2024/01/12 by Abhika Mishra, Akari Asai, Mishra, Abhika +11 · 23 citations
    Computer Science · Psychology · #Topic Modeling #Mental Health via Writing #Machine Learning in Healthcare
  40. Mega: Moving Average Equipped Gated Attention
    2022/09/21 by Xuezhe Ma, Chunting Zhou, Ma, Xuezhe +13 · 14 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  41. MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
    2024/12/06 by Jining Guo, Guo, Jarvis, T. Zheng +16 · 29 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
  42. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
    2024/06/09 by Seungone Kim, Kim, Seungone, Juyoung Suk +61 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  43. Interpreting Language Models with Contrastive Explanations
    2022/02/21 by Kayo Yin, Graham Neubig, Yin, Kayo +1 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  44. MasakhaNER: Named Entity Recognition for African Languages
    2021/03/22 by David Ifeoluwa Adelani, Adelani, David Ifeoluwa, Jade Abbott +113 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  45. SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents
    2024/03/13 by Ruiyi Wang, Haofei Yu, Wang, Ruiyi +13 · 18 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
  46. Repetition Improves Language Model Embeddings
    2024/02/23 by Jacob M. Springer, Suhas Kotha, Springer, Jacob Mitchell +7 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  47. Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
    2019/01/16 by Junxian He, He, Junxian, Daniel Spokoyny +5 · 14 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference
  48. X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models
    2020/10/13 by Zhengbao Jiang, Antonios Anastasopoulos, Jiang, Zhengbao +7 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  49. DIRE: A Neural Approach to Decompiled Identifier Naming
    2019/09/19 by Jeremy Lacomis, Pengcheng Yin, Lacomis, Jeremy +11 · 8 citations
    Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software System Performance and Reliability
  50. Can We Automate Scientific Reviewing?
    2021/01/30 by Weizhe Yuan, Pengfei Liu, Yuan, Weizhe +3 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  51. Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
    2025/07/01 by Maggie Huan, Y Li, Yuetai Li +17 · 1 voice · 43 citations
    Computer Science · #cs.AI #cs.CL
  52. Testing the Ability of Language Models to Interpret Figurative Language
    2022/04/26 by Emmy Liu, Liu, Emmy, Chen Cui +5 · 10 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  53. The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation
    2023/08/14 by Patrick Fernandes, Fernandes, Patrick, Daniel Deutsch +17 · 14 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  54. Alignment for Honesty
    2023/12/12 by Yuqing Yang, Yang, Yuqing, Ethan Chern +7 · 13 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering Research
  55. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
    2024/11/21 by Akari Asai, Jacqueline He, Asai, Akari +50 · 2 voices · 16 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.DL #cs.IR #cs.LG
  56. What Are Tools Anyway? A Survey from the Language Model Perspective
    2024/03/18 by Zhiruo Wang, Wang, Zhiruo, Zhoujun Cheng +7 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  57. Beyond Browsing: API-Based Web Agents
    2024/10/21 by Yueqi Song, Song, Yueqi, Frank F. Xu +5 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  58. Controllable Invariance through Adversarial Feature Learning
    2017/05/31 by Qizhe Xie, Zihang Dai, Xie, Qizhe +7 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  59. MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
    2024/06/03 by Jinjie Ni, Fuzhao Xue, Ni, Jinjie +13 · 14 citations
    Computer Science · Business, Management and Accounting · #Statistical and Computational Modeling #Business Process Modeling and Analysis #Digital Rights Management and Security
  60. TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks
    2024/01/23 by Zhiruo Wang, Wang, Zhiruo, Daniel Fried +3 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
  61. Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages
    2024/10/21 by Xiang Yue, Yue, Xiang, Yueqi Song +17 · 18 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Translation Studies and Practices
  62. SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
    2025/04/09 by Boyuan Zheng, Zheng, Boyuan, Xiaolong Jin +18 · 22 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Personal Information Management and User Behavior #Web Data Mining and Analysis
  63. Accumulating Context Changes the Beliefs of Language Models
    2025/11/03 by Jiayi Geng, Howard Chen, Geng, Jiayi +11 · 4 voices · 5 citations
    Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  64. Learning to Superoptimize Real-world Programs
    2021/09/28 by Alex Shypula, Pengcheng Yin, Shypula, Alex +10 · 1 voice
    Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Software Engineering Research #cs.AI #cs.LG #cs.PL #cs.SE
  65. Multi-lingual and Multi-cultural Figurative Language Understanding
    2023/05/25 by Anubha Kabra, Kabra, Anubha, Emmy Liu +15 · 7 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  66. Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
    2024/09/24 by Tianyue Ou, Frank F. Xu, Ou, Tianyue +17 · 12 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  67. How Well Does Agent Development Reflect Real-World Work?
    2026/03/01 by Zora Zhiruo Wang, Sanidhya Vijayvargiya, Aspen Chen +7 · 5 voices
    #cs.AI
  68. When Does Translation Require Context? A Data-driven, Multilingual Exploration
    2021/09/15 by Patrick Fernandes, Fernandes, Patrick, Kayo Yin +6 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  69. AutoPresent: Designing Structured Visuals from Scratch
    2025/01/01 by Jiaxin Ge, Zora Zhiruo Wang, Ge, Jiaxin +19 · 14 citations
    Computer Science · Engineering · #Architecture and Computational Design #Augmented Reality Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
  70. MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
    2022/03/16 by Zhiruo Wang, Grace Cuenca, Wang, Zhiruo +7 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software Testing and Debugging Techniques
  71. CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
    2025/01/28 by Faria Huq, Zora Zhiruo Wang, Huq, Faria +11 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Semantic Web and Ontologies #Speech and dialogue systems
  72. Learning to Filter Context for Retrieval-Augmented Generation
    2023/11/14 by Zhiruo Wang, Wang, Zhiruo, Jun Araki +7 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  73. Evaluating Language Models as Synthetic Data Generators
    2024/12/04 by Seungone Kim, Juyoung Suk, Kim, Seungone +17 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  74. TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation
    2018/10/05 by Pengcheng Yin, Graham Neubig, Yin, Pengcheng +1 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Programming Languages (cs.PL) #Topic Modeling
  75. Prompt Consistency for Zero-Shot Task Generalization
    2022/04/29 by Chunting Zhou, Zhou, Chunting, Junxian He +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  76. Can Large Language Models be Trusted for Evaluation? Scalable Meta-Evaluation of LLMs as Evaluators via Agent Debate
    2024/01/30 by Steffi Chern, Ethan Chern, Chern, Steffi +5 · 6 citations
    Computer Science · #Topic Modeling
  77. An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance
    2024/04/01 by Simran Khanuja, Sathyanarayanan Ramamoorthy, Khanuja, Simran +5 · 6 citations
    Arts and Humanities · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Translation Studies and Practices
  78. Evaluating Explanations: How much do explanations from the teacher aid students?
    2020/12/01 by Danish Pruthi, Rachit Bansal, Pruthi, Danish +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
  79. Harnessing Webpage UIs for Text-Rich Visual Understanding
    2024/10/17 by Junpeng Liu, Tianyue Ou, Liu, Junpeng +15 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
  80. Multi-view Subword Regularization
    2021/03/15 by Xinyi Wang, Wang, Xinyi, Sebastian Ruder +3 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  81. AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages
    2021/09/10 by Machel Reid, Junjie Hu, Reid, Machel +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  82. OpenAgentSafety: A Comprehensive Framework for Evaluating Real-World AI Agent Safety
    2025/07/08 by Sanidhya Vijayvargiya, Vijayvargiya, Sanidhya, Akshay Soni +11 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Explainable Artificial Intelligence (XAI)
  83. What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
    2019/09/11 by Junjie Hu, Hu, Junjie, Yu Cheng +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  84. Checklists Are Better Than Reward Models For Aligning Language Models
    2025/07/24 by Vijay Viswanathan, Viswanathan, Vijay, Yanchao Sun +11 · 23 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  85. Quality-Aware Decoding for Neural Machine Translation
    2022/05/02 by Patrick Fernandes, António Farinhas, Fernandes, Patrick +11 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Machine Learning and Data Classification #Topic Modeling
  86. Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval
    2022/01/28 by Uri Alon, Frank F. Xu, Alon, Uri +9 · 3 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  87. Distributionally Robust Models with Parametric Likelihood Ratios
    2022/04/13 by Paul Michel, Michel, Paul, Tatsunori Hashimoto +3 · 3 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning and Data Classification
  88. Stereotype or Personalization? User Identity Biases Chatbot Recommendations
    2024/10/08 by Anjali Kantharuban, Jeremiah Milbauer, Kantharuban, Anjali +6 · 6 citations
    Social Sciences · Business, Management and Accounting · Computer Science · #Digital Economy and Work Transformation #Sharing Economy and Platforms #AI in Service Interactions
  89. compare-mt: A Tool for Holistic Comparison of Language Generation\n Systems
    2019/03/19 by Graham Neubig, Neubig, Graham, Zi-Yi Dou +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  90. Attention-Passing Models for Robust and Data-Efficient End-to-End Speech\n Translation
    2019/01/01 by Matthias Sperber, Graham Neubig, Sperber, Matthias +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  91. Explicit Alignment Objectives for Multilingual Bidirectional Encoders
    2020/10/15 by Junjie Hu, Hu, Junjie, Melvin Johnson +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  92. Towards More Fine-grained and Reliable NLP Performance Prediction
    2021/02/10 by Zihuiwen Ye, Pengfei Liu, Ye, Zihuiwen +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  93. Coding Agents with Multimodal Browsing are Generalist Problem Solvers
    2025/06/03 by Akshay Soni, Boxuan Li, Soni, Aditya Bharat +7 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  94. VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge
    2025/04/14 by Yueqi Song, Song, Yueqi, Tianyue Ou +9 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  95. Ambig-SWE: Interactive Agents to Overcome Underspecificity in Software Engineering
    2025/02/18 by Sanidhya Vijayvargiya, Xuhui Zhou, Vijayvargiya, Sanidhya +7 · 8 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services
  96. A Gold Standard Dataset for the Reviewer Assignment Problem
    2023/03/23 by Ivan Stelmakh, John Wieting, Stelmakh, Ivan +6 · 3 citations
    Computer Science · #Digital Libraries (cs.DL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  97. AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages
    2021/04/18 by Abteen Ebrahimi, Manuel Mager, Ebrahimi, Abteen +31 · 2 citations
    Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Natural Language Processing Techniques #Topic Modeling
  98. Few-shot Language Coordination by Modeling Theory of Mind
    2021/07/12 by Hao Zhu, Graham Neubig, Zhu, Hao +3 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Speech and dialogue systems #Topic Modeling
  99. It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
    2023/10/02 by Amanda Bertsch, Alex Xie, Bertsch, Amanda +5 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms
  100. Divergences between Language Models and Human Brains
    2023/11/15 by Yuchen Zhou, Zhou, Yuchen, Emmy Liu +7 · 3 citations
    Computer Science · Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Neurobiology of Language and Bilingualism #Neurons and Cognition (q-bio.NC) #Topic Modeling
  101. JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation
    2024/10/22 by Shota Onohara, Onohara, Shota, Atsuyuki Miyai +13 · 6 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #EFL/ESL Teaching and Learning #FOS: Computer and information sciences
  102. BRIO: Bringing Order to Abstractive Summarization
    2022/03/31 by Yixin Liu, Pengfei Liu, Liu, Yixin +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Natural Language Processing Techniques #Topic Modeling
  103. AANG: Automating Auxiliary Learning
    2022/05/27 by Lucio M. Dery, Paul Michel, Dery, Lucio M. +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
  104. SELF-GUIDE: Better Task-Specific Instruction Following via Self-Synthetic Finetuning
    2024/07/16 by Chenyang Zhao, Zhao, Chenyang, Xueying Jia +7 · 4 citations
    Engineering · Computer Science · Psychology · #Robotics and Automated Systems #Intelligent Tutoring Systems and Adaptive Learning #Innovative Teaching and Learning Methods
  105. OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering
    2022/07/08 by Zhengbao Jiang, Jiang, Zhengbao, Yi Mao +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  106. Scaling Evaluation-time Compute with Reasoning Models as Evaluators
    2025/03/25 by Seungone Kim, Ian Wu, Kim, Seungone +19 · 6 citations
    #cs.CL
  107. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
    2022/10/22 by David Ifeoluwa Adelani, Graham Neubig, Adelani, David Ifeoluwa +87 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  108. Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML
    2017/05/19 by Xuezhe Ma, Pengcheng Yin, Ma, Xuezhe +7 · 3 citations
    Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications #Machine Learning and ELM
  109. Instruction-tuned Language Models are Better Knowledge Learners
    2024/02/20 by Zhengbao Jiang, Zhiqing Sun, Jiang, Zhengbao +15 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  110. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
    2023/05/01 by Patrick Fernandes, Aman Madaan, Fernandes, Patrick +19 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  111. NusaCrowd: Open Source Initiative for Indonesian NLP Resources
    2022/12/19 by Samuel Cahyawijaya, Holy Lovenia, Cahyawijaya, Samuel +91 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
  112. Neural Lattice-to-Sequence Models for Uncertain Inputs
    2017/01/01 by Matthias Sperber, Graham Neubig, Sperber, Matthias +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  113. Cross-Modal Fine-Tuning: Align then Refine
    2023/02/11 by Jun-Hong Shen, Shen, Junhong, Liam Li +11 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  114. Stack-Pointer Networks for Dependency Parsing
    2018/05/03 by Xuezhe Ma, Ma, Xuezhe, Zecong Hu +9 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Machine Learning in Bioinformatics
  115. On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models
    2025/12/08 by Charlie Zhang, Zhang, Charlie, Graham Neubig +3 · 2 voices · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
  116. Decoding and Diversity in Machine Translation
    2020/11/26 by Nicholas Roberts, Roberts, Nicholas, Davis Liang +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  117. Multi-Source Neural Machine Translation with Missing Data
    2018/06/07 by Yuta Nishimura, Katsuhito Sudoh, Nishimura, Yuta +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  118. Guiding Neural Machine Translation with Retrieved Translation Pieces
    2018/04/07 by Jingyi Zhang, Zhang, Jingyi, Masao Utiyama +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  119. Better Instruction-Following Through Minimum Bayes Risk
    2024/10/03 by Ian Wu, Patrick Fernandes, Wu, Ian +9 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences
  120. Rapid Adaptation of Neural Machine Translation to New Languages
    2018/08/13 by Graham Neubig, Neubig, Graham, Junjie Hu +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  121. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
    2018/08/22 by Xinyi Wang, Wang, Xinyi, Hieu Pham +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  122. Retrieval-Based Neural Code Generation
    2018/08/29 by Shirley Anugrah Hayati, Raphaël Olivier, Hayati, Shirley Anugrah +9 · 1 citation
    Computer Science · #Software Engineering Research #Topic Modeling #Natural Language Processing Techniques
  123. Improving Robustness of Machine Translation with Synthetic Noise
    2019/02/25 by Vaibhav Vaibhav, Vaibhav, Vaibhav, Sumeet Singh +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  124. Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation
    2019/05/20 by Xinyi Wang, Wang, Xinyi, Graham Neubig +1 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  125. Generalized Data Augmentation for Low-Resource Translation
    2019/06/10 by Mengzhou Xia, Xiang Kong, Xia, Mengzhou +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  126. On Learning Text Style Transfer with Direct Rewards
    2020/10/24 by Yixin Liu, Liu, Yixin, Graham Neubig +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  127. Oolong: Evaluating Long Context Reasoning and Aggregation Capabilities
    2025/11/04 by Amanda Bertsch, Bertsch, Amanda, Adithya Pratapa +7 · 2 voices · 3 citations
    #cs.CL #cs.AI
  128. DEEP: DEnoising Entity Pre-training for Neural Machine Translation
    2021/11/14 by Junjie Hu, Hu, Junjie, Hiroaki Hayashi +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  129. Effective Strategies for Asynchronous Software Engineering Agents
    2026/03/23 by Jiayi Geng, Graham Neubig · 1 voice
    Computer Science · #cs.CL #cs.AI
  130. Efficient Test Time Adapter Ensembling for Low-resource Language Varieties
    2021/09/10 by Xinyi Wang, Wang, Xinyi, Yulia Tsvetkov +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  131. M-Prometheus: A Suite of Open Multilingual LLM Judges
    2025/04/07 by José P. Pombal, Dongkeun Yoon, Pombal, José +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  132. An Incomplete Loop: Instruction Inference, Instruction Following, and In-context Learning in Language Models
    2024/04/03 by Emmy Liu, Graham Neubig, Liu, Emmy +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  133. Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
    2020/03/03 by Shuyan Zhou, Zhou, Shuyan, Shruti Rijhwani +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  134. Show Me More Details: Discovering Hierarchies of Procedures from\n Semi-structured Web Data
    2022/03/14 by Shuyan Zhou, Li Zhang, Zhou, Shuyan +11 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
  135. DataLab: A Platform for Data Analysis and Intervention
    2022/02/25 by Xiao Yang, Jinlan Fu, Xiao, Yang +13 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Machine Learning in Healthcare
  136. Decomposer: Learning to Decompile Symbolic Music to Programs
    2026/07/02 by Yewon Kim, Apurva Gandhi, David Chung +2 · 2 voices
    Computer Science · #cs.LG #cs.AI #cs.SD
  137. Go-Browse: Training Web Agents with Structured Exploration
    2025/06/04 by Akshat Gandhi, Graham Neubig, Gandhi, Apurva +1 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #Web Data Mining and Analysis
  138. English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings
    2022/11/11 by Yau-Shian Wang, Ashley Wu, Wang, Yau-Shian +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  139. ESPnet-SpeechLM: An Open Speech Language Model Toolkit
    2025/02/21 by Jinchuan Tian, Jiatong Shi, Tian, Jinchuan +29 · 5 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
  140. How Do AI Agents Do Human Work? Comparing AI and Human Workflows Across Diverse Occupations
    2025/10/26 by Zora Zhiruo Wang, Yijia Shao, Wang, Zora Zhiruo +9 · 4 citations
    Decision Sciences · Computer Science · Social Sciences · #Personal Information Management and User Behavior #Mobile Crowdsensing and Crowdsourcing #Ethics and Social Impacts of AI
  141. Discretizing Reward Models
    2026/06/19 by Vijay Viswanathan, Shiqi Wang, Devamanyu Hazarika +4 · 1 voice
    Computer Science · #cs.LG
  142. Prompt2Model: Generating Deployable Models from Natural Language Instructions
    2023/08/23 by Vijay Viswanathan, Viswanathan, Vijay, Chenyang Zhao +7 · 1 citation
    Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
  143. Multi-Source Neural Machine Translation with Data Augmentation
    2018/10/16 by Yuta Nishimura, Nishimura, Yuta, Katsuhito Sudoh +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  144. The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents
    2025/11/05 by Xingyao Wang, Simon Rosenberg, Wang, Xingyao +19 · 3 citations
    Computer Science · #Mobile Agent-Based Network Management #Advanced Software Engineering Methodologies #Multi-Agent Systems and Negotiation
  145. Are Representations Built from the Ground Up? An Empirical Examination of Local Composition in Language Models
    2022/10/07 by Emmy Liu, Graham Neubig, Liu, Emmy +1 · 1 citation
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Language and cultural evolution
  146. ChatGPT MT: Competitive for High- (but not Low-) Resource Languages
    2023/09/14 by Nathaniel R. Robinson, Perez Ogayo, Robinson, Nathaniel R. +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  147. KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models
    2022/08/23 by Haris Widjaja, Widjaja, Haris, Kiril Gashteovski +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Topic Modeling
  148. What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length
    2024/11/04 by Lindia Tjuatja, Graham Neubig, Tjuatja, Lindia +5 · 1 voice · 1 citation
    Engineering · #Experimental Learning in Engineering #cs.CL
  149. Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions
    2025/03/05 by Emmy Liu, Liu, Emmy, Amanda Bertsch +20 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  150. What Is Missing in Multilingual Visual Reasoning and How to Fix It
    2024/03/03 by Yueqi Song, Simran Khanuja, Song, Yueqi +3 · 1 citation
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Semantic Web and Ontologies
  151. On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists
    2026/05/20 by Seungone Kim, Dongkeun Yoon, Kiril Gashteovski +55 · 4 voices
    #cs.CL #cs.AI #cs.LG
  152. Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering
    2025/04/10 by Patrick Fernandes, Fernandes, Patrick, Sweta Agrawal +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  153. BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models
    2025/06/02 by Lindia Tjuatja, Graham Neubig, Tjuatja, Lindia +1 · 2 voices · 1 citation
    #cs.CL
  154. Training Proactive and Personalized LLM Agents
    2025/11/04 by Weiwei Sun, Xuhui Zhou, Sun, Weiwei +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research #Spreadsheets and End-User Computing
  155. Towards Automatic Evaluation for Image Transcreation
    2024/12/18 by Simran Khanuja, Khanuja, Simran, Vivek Iyer +5 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  156. On-the-fly Operation Batching in Dynamic Computation Graphs
    2017/05/22 by Graham Neubig, Neubig, Graham, Yoav Goldberg +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  157. Grounding Multilingual Multimodal LLMs With Cultural Knowledge
    2025/08/10 by Jean de Dieu Nyandwi, Yueqi Song, Nyandwi, Jean de Dieu +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling