Kawin Ethayarajh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Top Venues

EMNLP/IJCNLP (1)

Publications

Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela
Anchor Points: Benchmarking Models with Much Fewer Examples. EACL (1) (2024)
Kawin Ethayarajh, Winnie Xu, Niklas Muennighoff, Dan Jurafsky, Douwe Kiela
KTO: Model Alignment as Prospect Theoretic Optimization. CoRR (2024)
Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela
Anchor Points: Benchmarking Models with Much Fewer Examples. CoRR (2023)
Kawin Ethayarajh, Yejin Choi, Swabha Swayamdipta
-Usable Information. ICML (2022)
Kaitlyn Zhou, Kawin Ethayarajh, Dallas Card, Dan Jurafsky
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words. ACL (2) (2022)
Kawin Ethayarajh, Dan Jurafsky
How Human is Human Evaluation? Improving the Gold Standard for NLG with Utility Theory. CoRR (2022)
Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky
Richer Countries and Richer Representations. CoRR (2022)
Kaitlyn Zhou, Kawin Ethayarajh, Dallas Card, Dan Jurafsky
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words. CoRR (2022)
Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky
Richer Countries and Richer Representations. ACL (Findings) (2022)
Kawin Ethayarajh, Dan Jurafsky
The Authenticity Gap in Human Evaluation. EMNLP (2022)
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. NeurIPS (2021)
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie S. Chen, Kathleen Creel, Jared Quincy Davis, Dorottya Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.
On the Opportunities and Risks of Foundation Models. CoRR (2021)
Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky
Frequency-based Distortions in Contextualized Word Embeddings. CoRR (2021)
Kawin Ethayarajh, Yejin Choi, Swabha Swayamdipta
Information-Theoretic Measures of Dataset Difficulty. CoRR (2021)
Kawin Ethayarajh, Dan Jurafsky
Attention Flows are Shapley Value Explanations. ACL/IJCNLP (2) (2021)
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. CoRR (2021)
Kawin Ethayarajh, Dan Jurafsky
Attention Flows are Shapley Value Explanations. CoRR (2021)
John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning
Conditional probing: measuring usable information beyond a baseline. CoRR (2021)
John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning
Conditional probing: measuring usable information beyond a baseline. EMNLP (1) (2021)
Kawin Ethayarajh, Dan Jurafsky
Utility is in the Eye of the User: A Critique of NLP Leaderboards. EMNLP (1) (2020)
Kawin Ethayarajh
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds. CoRR (2020)
Kawin Ethayarajh, Dorsa Sadigh
BLEU Neighbors: A Reference-less Approach to Automatic Evaluation. CoRR (2020)
Kawin Ethayarajh
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds. ACL (2020)
Kawin Ethayarajh, Dan Jurafsky
Utility is in the Eye of the User: A Critique of NLP Leaderboards. CoRR (2020)
Kawin Ethayarajh, Dorsa Sadigh
BLEU Neighbors: A Reference-less Approach to Automatic Evaluation. Eval4NLP (2020)
Kawin Ethayarajh
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings. EMNLP/IJCNLP (1) (2019)
Kawin Ethayarajh
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space. EMNLP/IJCNLP (1) (2019)
Kawin Ethayarajh, David Duvenaud, Graeme Hirst
Understanding Undesirable Word Embedding Associations. ACL (1) (2019)
Kawin Ethayarajh
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space. CoRR (2019)
Kawin Ethayarajh, David Duvenaud, Graeme Hirst
Towards Understanding Linear Word Analogies. ACL (1) (2019)
Kawin Ethayarajh, David Duvenaud, Graeme Hirst
Understanding Undesirable Word Embedding Associations. CoRR (2019)
Kawin Ethayarajh
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings. CoRR (2019)
Kawin Ethayarajh, David Duvenaud, Graeme Hirst
Towards Understanding Linear Word Analogies. CoRR (2018)
Kawin Ethayarajh
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline. Rep4NLP@ACL (2018)
Kawin Ethayarajh, Frank Rudzicz
The Effect of Photoperiod on the Mood of Reddit Users. Cyberpsychology Behav. Soc. Netw. 20 (4) (2017)