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Swayamdipta, Swabha

  1. We're Afraid Language Models Aren't Modeling Ambiguity
    2023/04/27 by Alisa Liu, Liu, Alisa, Zhaofeng Wu +15 · 2 voices · 28 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  2. DyNet: The Dynamic Neural Network Toolkit
    2017/01/15 by Graham Neubig, Chris Dyer, Neubig, Graham +48 · 2 voices · 27 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
  3. Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
    2020/04/23 by Gururangan, Suchin, Marasović, Ana, Swayamdipta, Swabha +4 · 138 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers
    2021/02/02 by Krishna Pillutla, Swabha Swayamdipta, Pillutla, Krishna +11 · 60 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  5. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
    2021/05/07 by Alisa Liu, Liu, Alisa, Maarten Sap +11 · 49 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
    2020/09/22 by Swayamdipta, Swabha, Schwartz, Roy, Lourie, Nicholas +4 · 37 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Annotation Artifacts in Natural Language Inference Data
    2018/03/06 by Gururangan, Suchin, Swayamdipta, Swabha, Levy, Omer +3 · 25 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. Understanding Dataset Difficulty with V-Usable Information
    2021/10/16 by Kawin Ethayarajh, Yejin Choi, Ethayarajh, Kawin +3 · 29 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
  9. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection
    2021/11/15 by Maarten Sap, Sap, Maarten, Swabha Swayamdipta +9 · 29 citations
    Computer Science · Arts and Humanities · Social Sciences · #Hate Speech and Cyberbullying Detection #Discourse Analysis in Language Studies #Social Media and Politics
  10. Every Language Model Has a Forgery-Resistant Signature
    2025/10/15 by Matthew Finlayson, Finlayson, Matthew, Xiang Ren +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. WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
    2022/01/16 by Alisa Liu, Swabha Swayamdipta, Liu, Alisa +5 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  12. Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold
    2017/06/29 by Swabha Swayamdipta, Sam Thomson, Swayamdipta, Swabha +5 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. Logits of API-Protected LLMs Leak Proprietary Information
    2024/03/14 by Matthew Finlayson, Finlayson, Matthew, Xiang Ren +3 · 2 voices · 7 citations
    Business, Management and Accounting · Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #cs.AI #cs.CL #cs.CR #cs.LG
  14. Adversarial Filters of Dataset Biases
    2020/02/10 by Ronan Le Bras, Bras, Ronan Le, Swabha Swayamdipta +11 · 15 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  15. Reframing Human-AI Collaboration for Generating Free-Text Explanations
    2021/12/16 by Sarah Wiegreffe, Wiegreffe, Sarah, Jack Hessel +7 · 10 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Topic Modeling
  16. Closing the Curious Case of Neural Text Degeneration
    2023/10/02 by Matthew Finlayson, Finlayson, Matthew, John K. Hewitt +8 · 1 voice · 7 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
  17. Contrastive Explanations for Model Interpretability
    2021/03/02 by Jacovi, Alon, Swayamdipta, Swabha, Ravfogel, Shauli +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. MAUVE Scores for Generative Models: Theory and Practice
    2022/12/30 by Krishna Pillutla, Lang Liu, Pillutla, Krishna +15 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  19. The Right Tool for the Job: Matching Model and Instance Complexities
    2020/04/16 by Schwartz, Roy, Stanovsky, Gabriel, Swayamdipta, Swabha +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Political-LLM: Large Language Models in Political Science
    2024/12/09 by Lincan Li, Jiaqi Li, Li, Lincan +89 · 13 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
  21. COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements
    2023/06/03 by Xuhui Zhou, Hao Zhu, Zhou, Xuhui +11 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  22. On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
    2025/02/20 by Y. Huang, Chujie Gao, Huang, Yue +128 · 11 citations
    Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Slime Mold and Myxomycetes Research
  23. Improving Language Model Personas via Rationalization with Psychological Scaffolds
    2025/04/25 by Brihi Joshi, Xiang Ren, Joshi, Brihi +7 · 1 voice · 6 citations
    Computer Science · #Persona Design and Applications #cs.CL
  24. REV: Information-Theoretic Evaluation of Free-Text Rationales
    2022/10/10 by Chen, Hanjie, Brahman, Faeze, Ren, Xiang +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants
    2024/06/21 by Jaspreet Ranjit, Ranjit, Jaspreet, Brihi Joshi +15 · 3 citations
    Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Hate Speech and Cyberbullying Detection #Spam and Phishing Detection
  26. Learning Joint Semantic Parsers from Disjoint Data
    2018/04/17 by Hao Peng, Peng, Hao, Sam Thomson +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge
    2023/05/08 by Phillip Howard, Howard, Phillip, Junlin Wang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. Better Language Model Inversion by Compactly Representing Next-Token Distributions
    2025/06/20 by Murtaza Nazir, Nazir, Murtaza, Matthew Finlayson +7 · 4 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
  29. Challenges in Automated Debiasing for Toxic Language Detection
    2021/01/29 by Zhou, Xuhui, Sap, Maarten, Swayamdipta, Swabha +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge
    2025/03/06 by Cui, Xinyue, Wei, Johnny Tian-Zheng, Swayamdipta, Swabha +1 · 4 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation
    2022/12/19 by Bhagavatula, Chandra, Hwang, Jena D., Downey, Doug +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization
    2023/09/18 by Nam, Yoonsoo, Lehavi, Adam, Yang, Daniel +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation
    2022/10/22 by Howard, Phillip, Singer, Gadi, Lal, Vasudev +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Annotating FrameNet via Structure-Conditioned Language Generation
    2024/06/07 by Cui, Xinyue, Swayamdipta, Swabha · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification
    2025/04/13 by Joseph K. Liu, Yoonsoo Nam, Liu, Joseph +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  36. Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression
    2024/07/18 by Aryan Gulati, Gulati, Aryan, Xingjian Dong +9 · 1 citation
    Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models
  37. ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations
    2025/06/17 by Joshi, Brihi, He, Keyu, Ramnath, Sahana +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  38. Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?
    2024/08/26 by Urja Khurana, Khurana, Urja, Eric Nalisnick +5 · 1 citation
    Social Sciences · #Misinformation and Its Impacts
  39. Compare without Despair: Reliable Preference Evaluation with Generation Separability
    2024/07/02 by Sayan Ghosh, Tejas Srinivasan, Ghosh, Sayan +3 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #Decision-Making and Behavioral Economics #Economic and Environmental Valuation #FOS: Computer and information sciences #Multi-Criteria Decision Making