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Hannaneh Hajishirzi

  1. s1: Simple test-time scaling
    2025/01/31 by Niklas Muennighoff, Zitong Yang, Muennighoff, Niklas +18 · 30 voices · 416 citations
    Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications
  2. Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens
    2024/01/30 by Jiacheng Liu, Liu, Jiacheng, Sewon Min +7 · 10 voices · 43 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  3. Self-Instruct: Aligning Language Models with Self-Generated Instructions
    2022/12/20 by Yizhong Wang, Yeganeh Kordi, Wang, Yizhong +11 · 3 voices · 295 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling #cs.AI #cs.CL
  4. 2 OLMo 2 Furious
    2024/12/31 by Team OLMo, OLMo, Team, Pete Walsh +85 · 9 voices · 94 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  5. Tulu 3: Pushing Frontiers in Open Language Model Post-Training
    2024/11/22 by Nathan Lambert, Lambert, Nathan, Jacob Morrison +44 · 9 voices · 257 citations
    Computer Science · #Natural Language Processing Techniques
  6. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 148 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  7. A Diagram Is Worth A Dozen Images
    2016/03/24 by Aniruddha Kembhavi, Kembhavi, Aniruddha, Mike Salvato +9 · 188 citations
    Computer Science · #Data Visualization and Analytics #Multimodal Machine Learning Applications #Video Analysis and Summarization
  8. CareerX: A Retrieval-Augmented Generation Framework for Personalized AI-Driven Career Guidance
    2023/10/17 by Zeqiu Wu, Asai, Akari, Wu, Zeqiu +4 · 307 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  9. When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
    2022/12/20 by Alex Mallen, Mallen, Alex, Akari Asai +9 · 199 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  10. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
    2024/09/25 by Matt Deitke, Deitke, Matt, Christopher Clark +100 · 4 voices · 175 citations
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
  11. Editing Models with Task Arithmetic
    2022/12/08 by Gabriel Ilharco, Marco Túlio Ribeiro, Ilharco, Gabriel +11 · 161 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  12. MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
    2019/05/30 by Aida Amini, Saadia Gabriel, Amini, Aida +9 · 104 citations
    Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
  13. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
    2022/02/25 by Sewon Min, Min, Sewon, Xinxi Lyu +10 · 131 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 #Topic Modeling
  14. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
    2023/05/23 by Sewon Min, Min, Sewon, Kalpesh Krishna +15 · 162 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  15. Bidirectional Attention Flow for Machine Comprehension
    2016/11/05 by Min Joon Seo, Aniruddha Kembhavi, Seo, Minjoon +5 · 117 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Recommender Systems and Techniques
  16. MatFormer: Nested Transformer for Elastic Inference
    2023/10/11 by Devvrit, Sneha Kudugunta, Kudugunta, Sneha +20 · 5 voices · 22 citations
    Computer Science · Social Sciences · #Caching and Content Delivery #Human Mobility and Location-Based Analysis #Opportunistic and Delay-Tolerant Networks #cs.CL #cs.CV #cs.LG
  17. Robust fine-tuning of zero-shot models
    2021/09/04 by Mitchell Wortsman, Wortsman, Mitchell, Gabriel Ilharco +19 · 75 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Advanced Neural Network Applications
  18. DataComp: In search of the next generation of multimodal datasets
    2023/04/27 by Samir Yitzhak Gadre, Gadre, Samir Yitzhak, Gabriel Ilharco +65 · 84 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  19. Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
    2022/04/16 by Yizhong Wang, Swaroop Mishra, Wang, Yizhong +77 · 70 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  20. AmbigQA: Answering Ambiguous Open-domain Questions
    2020/04/22 by Sewon Min, Min, Sewon, Julian Michael +5 · 50 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  21. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
    2024/01/31 by Luca Soldaini, Rodney Kinney, Soldaini, Luca +69 · 89 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  22. OLMo: Accelerating the Science of Language Models
    2024/02/01 by Dirk Groeneveld, Groeneveld, Dirk, Iz Beltagy +83 · 90 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  23. Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
    2023/06/02 by Zeqiu Wu, Wu, Zeqiu, Yushi Hu +15 · 1 voice · 36 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  24. MetaICL: Learning to Learn In Context
    2021/10/29 by Sewon Min, Min, Sewon, Mike Lewis +5 · 1 voice · 35 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  25. RewardBench: Evaluating Reward Models for Language Modeling
    2024/03/20 by Nathan Lambert, Valentina Pyatkin, Lambert, Nathan +21 · 71 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  26. OLMoE: Open Mixture-of-Experts Language Models
    2024/09/03 by Niklas Muennighoff, Muennighoff, Niklas, Luca Soldaini +45 · 1 voice · 64 citations
    Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  27. Cross-Task Generalization via Natural Language Crowdsourcing Instructions
    2021/04/18 by Swaroop Mishra, Mishra, Swaroop, Daniel Khashabi +5 · 37 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Topic Modeling #Multimodal Machine Learning Applications
  28. Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
    2020/02/14 by Jesse Dodge, Dodge, Jesse, Gabriel Ilharco +9 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  29. Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging
    2023/10/17 by Joel Jang, Jang, Joel, Seungone Kim +15 · 43 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  30. MultiModalQA: Complex Question Answering over Text, Tables and Images
    2021/04/13 by Alon Talmor, Talmor, Alon, Ori Yoran +15 · 27 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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
  31. How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
    2023/06/07 by Yizhong Wang, Hamish Ivison, Wang, Yizhong +19 · 34 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  32. Do Membership Inference Attacks Work on Large Language Models?
    2024/02/12 by Michael Duan, Duan, Michael, Anshuman Suri +17 · 37 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  33. Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
    2023/11/17 by Hamish Ivison, Yizhong Wang, Ivison, Hamish +20 · 2 voices · 20 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  34. Patching open-vocabulary models by interpolating weights
    2022/08/10 by Gabriel Ilharco, Mitchell Wortsman, Ilharco, Gabriel +13 · 18 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  35. Fine-grained Hallucination Detection and Editing for Language Models
    2024/01/12 by Abhika Mishra, Mishra, Abhika, Akari Asai +11 · 24 citations
    Computer Science · Psychology · #Topic Modeling #Mental Health via Writing #Machine Learning in Healthcare
  36. NaturalProofs: Mathematical Theorem Proving in Natural Language
    2021/03/24 by Sean Welleck, Jiacheng Liu, Welleck, Sean +9 · 14 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  37. The Art of Saying No: Contextual Noncompliance in Language Models
    2024/07/02 by Faeze Brahman, Sachin Kumar, Brahman, Faeze +26 · 2 voices · 19 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.HC
  38. MultiVerS: Improving scientific claim verification with weak supervision and full-document context
    2021/12/02 by David Wadden, Wadden, David, Kyle Lo +9 · 13 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  39. ART: Automatic multi-step reasoning and tool-use for large language models
    2023/03/16 by Bhargavi Paranjape, Paranjape, Bhargavi, Scott Lundberg +9 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  40. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
    2019/11/24 by Akari Asai, Asai, Akari, Kazuma Hashimoto +7 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  41. Entity, Relation, and Event Extraction with Contextualized Span\n Representations
    2019/09/08 by David Wadden, Ulme Wennberg, Wadden, David +5 · 10 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  42. XOR QA: Cross-lingual Open-Retrieval Question Answering
    2020/10/22 by Akari Asai, Jungo Kasai, Asai, Akari +9 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  43. Spurious Rewards: Rethinking Training Signals in RLVR
    2025/06/12 by Rulin Shao, Shuyue Stella Li, Shao, Rulin +25 · 70 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  44. Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization
    2022/10/03 by Rajkumar Ramamurthy, Ramamurthy, Rajkumar, Prithviraj Ammanabrolu +13 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  45. PuMer: Pruning and Merging Tokens for Efficient Vision Language Models
    2023/05/27 by Qingqing Cao, Cao, Qingqing, Bhargavi Paranjape +3 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  46. SciFact-Open: Towards open-domain scientific claim verification
    2022/10/25 by David Wadden, Wadden, David, Kyle Lo +11 · 12 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
  47. Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding
    2023/09/26 by Jiacheng Liu, Liu, Jiacheng, Andrew Cohen +9 · 15 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  48. Data Engineering for Scaling Language Models to 128K Context
    2024/02/15 by Yao Fu, Rameswar Panda, Fu, Yao +11 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques
  49. SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
    2023/08/08 by Sewon Min, Suchin Gururangan, Min, Sewon +11 · 1 voice · 10 citations
    Computer Science · #Topic Modeling #cs.AI #cs.CL #cs.LG
  50. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
    2024/11/21 by Akari Asai, Jacqueline He, Asai, Akari +50 · 2 voices · 18 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
  51. Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
    2025/02/14 by Alexander Wettig, Wettig, Alexander, Kyle Lo +9 · 26 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
  52. Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
    2023/01/28 by Kolby Nottingham, Prithviraj Ammanabrolu, Nottingham, Kolby +11 · 11 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
  53. Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
    2024/06/13 by Hamish Ivison, Yizhong Wang, Ivison, Hamish +15 · 17 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. Multi-hop Reading Comprehension through Question Decomposition and Rescoring
    2019/06/07 by Sewon Min, Min, Sewon, Victor W. Zhong +5 · 7 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
  55. Task-aware Retrieval with Instructions
    2022/11/16 by Akari Asai, Asai, Akari, Timo Schick +13 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  56. RewardBench 2: Advancing Reward Model Evaluation
    2025/06/02 by Saumya Malik, Valentina Pyatkin, Malik, Saumya +11 · 34 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning
  57. Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
    2024/07/21 by Sarah Wiegreffe, Wiegreffe, Sarah, Oyvind Tafjord +7 · 1 voice · 12 citations
    Neuroscience · Psychology · Arts and Humanities · #Cognitive Science and Education Research #Language, Metaphor, and Cognition #Discourse Analysis in Language Studies
  58. Paloma: A Benchmark for Evaluating Language Model Fit
    2023/12/16 by Ian Magnusson, Akshita Bhagia, Magnusson, Ian +29 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  59. Nonparametric Masked Language Modeling
    2022/12/02 by Sewon Min, Weijia Shi, Min, Sewon +11 · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  60. Generated Knowledge Prompting for Commonsense Reasoning
    2021/10/15 by Jiacheng Liu, Alisa Liu, Liu, Jiacheng +13 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  61. Compositional Questions Do Not Necessitate Multi-hop Reasoning
    2019/06/07 by Sewon Min, Min, Sewon, Eric Wallace +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Natural Language Processing Techniques #Topic Modeling
  62. OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
    2025/04/09 by Jiacheng Liu, Taylor Blanton, Liu, Jiacheng +61 · 3 voices · 10 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  63. A Discrete Hard EM Approach for Weakly Supervised Question Answering
    2019/09/11 by Sewon Min, Min, Sewon, Danqi Chen +5 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Expert finding and Q&A systems
  64. Train for Truth, Keep the Skills: Binary Retrieval-Augmented Reward Mitigates Hallucinations
    2025/10/20 by Tong Chen, Chen, Tong, Akari Asai +7 · 4 voices
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Adversarial Robustness in Machine Learning
  65. NaturalProver: Grounded Mathematical Proof Generation with Language Models
    2022/05/25 by Sean Welleck, Jiacheng Liu, Welleck, Sean +7 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing
  66. Efficient Passage Retrieval with Hashing for Open-domain Question Answering
    2021/06/02 by Ikuya Yamada, Yamada, Ikuya, Akari Asai +3 · 6 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  67. Getting it Right: Improving Spatial Consistency in Text-to-Image Models
    2024/04/01 by Agneet Chatterjee, Chatterjee, Agneet, Gabriela Ben Melech Stan +19 · 1 voice · 4 citations
    Computer Science · Engineering · Social Sciences · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #cs.CV
  68. Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations
    2022/12/19 by Xinxi Lyu, Lyu, Xinxi, Sewon Min +7 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Multimodal Machine Learning Applications
  69. Noisy Channel Language Model Prompting for Few-Shot Text Classification
    2021/08/09 by Sewon Min, Min, Sewon, Lewis, Mike +4 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Domain Adaptation and Few-Shot Learning
  70. ESPNetv2: A Light-weight, Power Efficient, and General Purpose\n Convolutional Neural Network
    2018/11/28 by Sachin Mehta, Mohammad Rastegari, Mehta, Sachin +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  71. BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
    2023/05/24 by Akari Asai, Asai, Akari, Sneha Kudugunta +15 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  72. INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions
    2022/07/02 by Zeqiu Wu, Ryu Parish, Wu, Zeqiu +11 · 5 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  73. IIRC: A Dataset of Incomplete Information Reading Comprehension\n Questions
    2020/11/13 by James F. Ferguson, Ferguson, James, Matt Gardner +8 · 4 citations
    Computer Science · #Topic Modeling #Text Readability and Simplification #Natural Language Processing Techniques
  74. Set the Clock: Temporal Alignment of Pretrained Language Models
    2024/02/26 by Bowen Zhao, Zhao, Bowen, Zander Brumbaugh +7 · 1 voice · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  75. Generalizing Verifiable Instruction Following
    2025/07/03 by Valentina Pyatkin, Saumya Malik, Pyatkin, Valentina +13 · 25 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  76. HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation
    2022/12/20 by Hamish Ivison, Ivison, Hamish, Akshita Bhagia +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  77. Logic-Guided Data Augmentation and Regularization for Consistent Question Answering
    2020/04/21 by Akari Asai, Hannaneh Hajishirzi, Asai, Akari +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  78. Scaling Test-Time Compute for Agentic Coding
    2026/04/16 by Joongwon Kim, Wannan Yang, Kelvin Niu +13 · 3 voices
    Computer Science · #cs.SE #cs.AI #cs.CL #cs.LG
  79. CREPE: Open-Domain Question Answering with False Presuppositions
    2022/11/30 by Xinyan Yu, Yu, Xinyan Velocity, Sewon Min +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  80. SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
    2024/06/10 by David Wadden, Wadden, David, Kejian Shi +24 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  81. Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
    2024/10/24 by Lester James V. Miranda, Miranda, Lester James V., Yizhong Wang +15 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
  82. Reliable, Adaptable, and Attributable Language Models with Retrieval
    2024/03/05 by Akari Asai, Zexuan Zhong, Asai, Akari +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  83. ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured\n Webpages
    2020/05/14 by Colin Lockard, Lockard, Colin, Prashant Shiralkar +5 · 3 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Scientific Computing and Data Management #Topic Modeling #Web Data Mining and Analysis
  84. UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training
    2022/02/23 by Daniel Khashabi, Yeganeh Kordi, Khashabi, Daniel +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  85. CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
    2024/07/09 by Tong Chen, Chen, Tong, Akari Asai +15 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
  86. Exploring The Landscape of Distributional Robustness for Question Answering Models
    2022/10/22 by Anas Awadalla, Mitchell Wortsman, Awadalla, Anas +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  87. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
    2019/06/13 by Minjoon Seo, Seo, Minjoon, Jinhyuk Lee +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  88. An Information Bottleneck Approach for Controlling Conciseness in\n Rationale Extraction
    2020/05/01 by Bhargavi Paranjape, Paranjape, Bhargavi, Mandar Joshi +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
  89. A General Framework for Information Extraction using Dynamic Span Graphs
    2019/04/05 by Yi Luan, Luan, Yi, Dave Wadden +9 · 3 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  90. Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts
    2021/12/15 by Daniel Khashabi, Khashabi, Daniel, Shane Lyu +19 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  91. Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
    2021/12/16 by Akari Asai, Asai, Akari, Matt Gardner +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  92. Knowledge Base Question Answering by Case-based Reasoning over Subgraphs
    2022/02/22 by Raj Das, Ameya Godbole, Das, Rajarshi +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  93. FaVIQ: FAct Verification from Information-seeking Questions
    2021/07/05 by Jungsoo Park, Sewon Min, Park, Jungsoo +7 · 2 citations
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  95. X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers
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    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  96. Question Answering through Transfer Learning from Large Fine-grained Supervision Data
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    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
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  99. Critical Batch Size Revisited: A Simple Empirical Approach to Large-Batch Language Model Training
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    Computer Science · #Distributed and Parallel Computing Systems
  110. Text Generation from Knowledge Graphs with Graph Transformers
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    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
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  114. A Systematic Examination of Preference Learning through the Lens of Instruction-Following
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    Psychology · Computer Science · Social Sciences · #Innovative Teaching and Learning Methods #Education and Learning Interventions #Education, Safety, and Science Studies
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