Xiang Lisa Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Text Generation

Document Ranking

Information Bottleneck

Top Venues

Publications

Xiang Lisa Li, Vaishnavi Shrivastava, Siyan Li, Tatsunori Hashimoto, Percy Liang
Benchmarking and Improving Generator-Validator Consistency of Language Models. ICLR (2024)
Xiang Lisa Li, Evan Zheran Liu, Percy Liang, Tatsunori Hashimoto
AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models. CoRR (2024)
Xiang Lisa Li, Urvashi Khandelwal, Kelvin Guu
Few-Shot Recalibration of Language Models. CoRR (2024)
Chenchen Gu, Xiang Lisa Li, Percy Liang, Tatsunori Hashimoto
On the Learnability of Watermarks for Language Models. ICLR (2024)
Jesse Mu, Xiang Lisa Li, Noah D. Goodman
Learning to Compress Prompts with Gist Tokens. CoRR (2023)
Xiang Lisa Li, Vaishnavi Shrivastava, Siyan Li, Tatsunori Hashimoto, Percy Liang
Benchmarking and Improving Generator-Validator Consistency of Language Models. CoRR (2023)
Chenchen Gu, Xiang Lisa Li, Percy Liang, Tatsunori Hashimoto
On the Learnability of Watermarks for Language Models. CoRR (2023)
Mina Lee, Megha Srivastava, Amelia Hardy, John Thickstun, Esin Durmus, Ashwin Paranjape, Ines Gerard-Ursin, Xiang Lisa Li, Faisal Ladhak, Frieda Rong, Rose E. Wang, Minae Kwon, Joon Sung Park, Hancheng Cao, Tony Lee, Rishi Bommasani, Michael S. Bernstein, Percy Liang
Evaluating Human-Language Model Interaction. Trans. Mach. Learn. Res. 2023 (2023)
Xiang Lisa Li, Ari Holtzman, Daniel Fried, Percy Liang, Jason Eisner, Tatsunori Hashimoto, Luke Zettlemoyer, Mike Lewis
Contrastive Decoding: Open-ended Text Generation as Optimization. ACL (1) (2023)
Tianyi Zhang, Mina Lee, Xiang Lisa Li, Ende Shen, Tatsunori Hashimoto
TempLM: Distilling Language Models into Template-Based Generators. ACL (Findings) (2023)
Xiang Lisa Li, John Thickstun, Ishaan Gulrajani, Percy Liang, Tatsunori B. Hashimoto
Diffusion-LM Improves Controllable Text Generation. CoRR (2022)
Xiang Lisa Li, Ari Holtzman, Daniel Fried, Percy Liang, Jason Eisner, Tatsunori Hashimoto, Luke Zettlemoyer, Mike Lewis
Contrastive Decoding: Open-ended Text Generation as Optimization. CoRR (2022)
Mina Lee, Megha Srivastava, Amelia Hardy, John Thickstun, Esin Durmus, Ashwin Paranjape, Ines Gerard-Ursin, Xiang Lisa Li, Faisal Ladhak, Frieda Rong, Rose E. Wang, Minae Kwon, Joon Sung Park, Hancheng Cao, Tony Lee, Rishi Bommasani, Michael S. Bernstein, Percy Liang
Evaluating Human-Language Model Interaction. CoRR (2022)
Omar Khattab, Keshav Santhanam, Xiang Lisa Li, David Hall, Percy Liang, Christopher Potts, Matei Zaharia
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP. CoRR (2022)
Xiang Lisa Li, Percy Liang
Prefix-Tuning: Optimizing Continuous Prompts for Generation. CoRR (2021)
Xiang Lisa Li, Percy Liang
Prefix-Tuning: Optimizing Continuous Prompts for Generation. ACL/IJCNLP (1) (2021)
Xiang Lisa Li, Alexander M. Rush
Posterior Control of Blackbox Generation. CoRR (2020)
Alexandra DeLucia, Aaron Mueller, Xiang Lisa Li, João Sedoc
Decoding Methods for Neural Narrative Generation. CoRR (2020)
Xiang Lisa Li, Jason Eisner
Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract). IJCAI (2020)
Xiang Lisa Li, Alexander M. Rush
Posterior Control of Blackbox Generation. ACL (2020)
Xiang Lisa Li, Jason Eisner
Specializing Word Embeddings (for Parsing) by Information Bottleneck. CoRR (2019)
Xiang Lisa Li, Dingquan Wang, Jason Eisner
A Generative Model for Punctuation in Dependency Trees. CoRR (2019)
Xiang Lisa Li, Jason Eisner
Specializing Word Embeddings (for Parsing) by Information Bottleneck. EMNLP/IJCNLP (1) (2019)
Xiang Lisa Li, Dingquan Wang, Jason Eisner
A Generative Model for Punctuation in Dependency Trees. Trans. Assoc. Comput. Linguistics 7 (2019)