Swabha Swayamdipta
- We're Afraid Language Models Aren't Modeling Ambiguity
2023/04/27 by Alisa Liu, Zhaofeng Wu, Liu, Alisa +15 · 2 voices · 21 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- DyNet: The Dynamic Neural Network Toolkit
2017/01/15 by Graham Neubig, Chris Dyer, Neubig, Graham +48 · 2 voices · 15 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
- MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers
2021/02/02 by Krishna Pillutla, Swabha Swayamdipta, Pillutla, Krishna +11 · 51 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
2021/05/07 by Alisa Liu, Liu, Alisa, Maarten Sap +11 · 40 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Understanding Dataset Difficulty with V-Usable Information
2021/10/16 by Kawin Ethayarajh, Yejin Choi, Ethayarajh, Kawin +3 · 26 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
- Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection
2021/11/15 by Maarten Sap, Sap, Maarten, Swabha Swayamdipta +9 · 20 citations
Computer Science · Arts and Humanities · Social Sciences · #Hate Speech and Cyberbullying Detection #Discourse Analysis in Language Studies #Social Media and Politics
- 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
- WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
2022/01/16 by Alisa Liu, Swabha Swayamdipta, Liu, Alisa +5 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Reframing Human-AI Collaboration for Generating Free-Text Explanations
2021/12/16 by Sarah Wiegreffe, Jack Hessel, Wiegreffe, Sarah +7 · 7 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
- Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold
2017/06/29 by Swabha Swayamdipta, Swayamdipta, Swabha, Sam Thomson +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Adversarial Filters of Dataset Biases
2020/02/10 by Ronan Le Bras, Swabha Swayamdipta, Bras, Ronan Le +11 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning
- MAUVE Scores for Generative Models: Theory and Practice
2022/12/30 by Krishna Pillutla, Lang Liu, Pillutla, Krishna +15 · 4 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
- Closing the Curious Case of Neural Text Degeneration
2023/10/02 by Matthew Finlayson, John K. Hewitt, John Hewitt +8 · 1 voice · 3 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
- 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
- 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
- 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
- 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
- Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?
2024/08/26 by Urja Khurana, Eric Nalisnick, Khurana, Urja +5 · 1 citation
Social Sciences · #Misinformation and Its Impacts
- 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