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Xiang Ren

  1. Faith and Fate: Limits of Transformers on Compositionality
    2023/05/29 by Nouha Dziri, Ximing Lu, Dziri, Nouha +29 · 13 voices · 71 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #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
  2. 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 · 131 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  3. Self-Discover: Large Language Models Self-Compose Reasoning Structures
    2024/02/06 by Pei Zhou, Zhou, Pei, Jay Pujara +19 · 4 voices · 17 citations
    Computer Science · #Topic Modeling #cs.AI #cs.CL
  4. WildChat: 1M ChatGPT Interaction Logs in the Wild
    2024/05/02 by Wenting Zhao, Xiang Ren, Zhao, Wenting +9 · 5 voices · 93 citations
    Computer Science · Medicine · Psychology · #Artificial Intelligence in Healthcare and Education #Digital Mental Health Interventions #Privacy-Preserving Technologies in Data #cs.CL
  5. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
    2023/06/05 by Dongfu Jiang, Jiang, Dongfu, Xiang Ren +3 · 97 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  6. GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
    2018/02/24 by Jiaxuan You, You, Jiaxuan, Rex Ying +7 · 49 citations
    Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Machine Learning and Data Classification
  7. Dataless Knowledge Fusion by Merging Weights of Language Models
    2022/12/19 by Xisen Jin, Jin, Xisen, Xiang Ren +5 · 49 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  8. Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty
    2024/01/12 by Kaitlyn Zhou, Zhou, Kaitlyn, Jena D. Hwang +5 · 3 voices · 17 citations
    Computer Science · Social Sciences · #Topic Modeling #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
  9. Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
    2023/07/31 by Jun Yan, Yan, Jun, Vikas Yadav +15 · 28 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Topic Modeling #Ferroelectric and Negative Capacitance Devices
  10. Every Language Model Has a Forgery-Resistant Signature
    2025/10/15 by Matthew Finlayson, Xiang Ren, Finlayson, Matthew +3 · 5 voices · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #cs.AI #cs.CR
  11. SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
    2023/05/27 by Bill Yuchen Lin, Lin, Bill Yuchen, Yicheng Fu +15 · 18 citations
    Computer Science · #Topic Modeling #AI-based Problem Solving and Planning #Natural Language Processing Techniques
  12. Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
    2021/06/13 by Bill Yuchen Lin, Lin, Bill Yuchen, Seyeon Lee +5 · 12 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  13. RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge
    2021/01/02 by Bill Yuchen Lin, Lin, Bill Yuchen, Ziyi Wu +7 · 9 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
  14. A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models
    2021/10/16 by Woojeong Jin, Cheng Yu, Jin, Woojeong +7 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  15. Empower Sequence Labeling with Task-Aware Neural Language Model
    2017/09/13 by Liyuan Liu, Jingbo Shang, Liu, Liyuan +11 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
    2021/04/18 by Bill Lin, Lin, Bill Yuchen, Chaoyang He +17 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  17. Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
    2023/10/12 by Linlu Qiu, Liwei Jiang, Qiu, Linlu +19 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  18. SCOTT: Self-Consistent Chain-of-Thought Distillation
    2023/05/03 by Peifeng Wang, Wang, Peifeng, Zhengyang Wang +9 · 8 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  19. Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance
    2023/10/16 by Jesse Zhang, Jiahui Zhang, Zhang, Jesse +13 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Topic Modeling
  20. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
    2020/05/01 by Yanlin Feng, Feng, Yanlin, Xinyue Chen +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  21. Rel-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance
    2024/07/10 by Kaitlyn Zhou, Zhou, Kaitlyn, Jena D. Hwang +9 · 2 voices · 4 citations
    Decision Sciences · Computer Science · #Complex Systems and Decision Making #Software Engineering Techniques and Practices #Cognitive Science and Mapping
  22. Automated Phrase Mining from Massive Text Corpora
    2017/02/15 by Jingbo Shang, Jialu Liu, Shang, Jingbo +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  23. Diverging Preferences: When do Annotators Disagree and do Models Know?
    2024/10/18 by Michael JQ Zhang, Zhilin Wang, Zhang, Michael JQ +15 · 9 citations
    Computer Science · #Speech and dialogue systems
  24. ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning
    2020/12/30 by Rujun Han, Han, Rujun, Xiang Ren +3 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  25. Commonsense-Focused Dialogues for Response Generation: An Empirical Study
    2021/09/14 by Pei Zhou, Zhou, Pei, Karthik Gopalakrishnan +13 · 3 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  26. RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning
    2022/05/25 by Soumya Sanyal, Zeyi Liao, Sanyal, Soumya +3 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  27. Learning Named Entity Tagger using Domain-Specific Dictionary
    2018/09/10 by Jingbo Shang, Shang, Jingbo, Liyuan Liu +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  28. Hybrid forecasting of geopolitical events †
    2023/03/01 by Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas +26 · 3 citations
  29. CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
    2021/04/18 by Qinyuan Ye, Ye, Qinyuan, Bill Yuchen Lin +3 · 2 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
  30. Improving Language Model Personas via Rationalization with Psychological Scaffolds
    2025/04/25 by Brihi Joshi, Xiang Ren, Joshi, Brihi +7 · 1 voice · 5 citations
    #cs.CL
  31. I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons
    2022/12/20 by Pei Zhou, Zhou, Pei, Andrew Zhu +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  32. Estimating Large Language Model Capabilities without Labeled Test Data
    2023/05/24 by Harvey Yiyun Fu, Qinyuan Ye, Fu, Harvey Yiyun +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  33. DOMINO: A Dual-System for Multi-step Visual Language Reasoning
    2023/10/04 by Peifang Wang, Wang, Peifang, Olga Golovneva +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. Learning Dual Retrieval Module for Semi-supervised Relation Extraction
    2019/02/20 by Hongtao Lin, Jun Yan, Lin, Hongtao +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  35. Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs
    2019/04/11 by Woojeong Jin, Jin, Woojeong, Meng Qu +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  36. Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models
    2019/11/07 by Xisen Jin, Zhongyu Wei, Jin, Xisen +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
  37. Pre-training Text-to-Text Transformers for Concept-centric Common Sense
    2020/10/24 by Wangchunshu Zhou, Zhou, Wangchunshu, Dong‐Ho Lee +9 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  38. RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms
    2020/05/02 by Pei Zhou, Zhou, Pei, Rahul Khanna +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Natural Language Processing Techniques #Topic Modeling
  39. Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals
    2020/10/24 by Aida Mostafazadeh Davani, Ali S. Omrani, Davani, Aida Mostafazadeh +9 · 1 citation
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  40. SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
    2019/10/17 by Jiaming Shen, Shen, Jiaming, Zeqiu Wu +9 · 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
  41. FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales
    2022/07/02 by Aaron Chan, Shaoliang Nie, Chan, Aaron +11 · 1 citation
    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
  42. Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts
    2022/05/25 by Qinyuan Ye, Ye, Qinyuan, Juan Zha +3 · 1 citation
    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
  43. Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality
    2022/11/16 by Pei Zhou, Zhou, Pei, Hyundong Cho +11 · 1 citation
    Computer Science · #Topic Modeling #Speech and dialogue systems #AI in Service Interactions
  44. Olefin difunctionalizations via visible light photocatalysis
    2015/05/02 by Min-Yi Cao, Minyi Cao, Xiang Ren +1 · 1 citation
    Chemistry · Energy · #Radical Photochemical Reactions #Sulfur-Based Synthesis Techniques #Advanced Photocatalysis Techniques
  45. GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions
    2023/05/24 by Woojeong Jin, Subhabrata Mukherjee, Jin, Woojeong +13 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  46. Rethinking Backdoor Detection Evaluation for Language Models
    2024/08/31 by Jun Yan, Yan, Jun, Wenjie Mo +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  47. Better Language Model Inversion by Compactly Representing Next-Token Distributions
    2025/06/20 by Murtaza Nazir, Nazir, Murtaza, Matthew Finlayson +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Security and Verification in Computing #Topic Modeling
  48. What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement
    2024/02/02 by Xisen Jin, Jin, Xisen, Xiang Ren +1 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  49. Stepwise Informativeness Search for Efficient and Effective LLM Reasoning
    2025/02/21 by Siyuan Wang, Wang, Siyuan, Enda Zhao +5 · 2 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Software Engineering Research
  50. Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation
    2020/10/24 by Yuning Mao, Xiang Ren, Mao, Yuning +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques