Belinda Z. Li

According to our database, Belinda Z. Li authored at least 22 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Training Language Models to Explain Their Own Computations.

Belinda Z. Li, Zifan Carl Guo, Vincent Huang, Jacob Steinhardt, Jacob Andreas

CoRR, November, 2025

QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?

Belinda Z. Li, Been Kim, Zi Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Language Modeling with Editable External Knowledge.

Belinda Z. Li, Emmy Liu, Alexis Ross, Abbas Zeitoun, Graham Neubig, Jacob Andreas

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

(How) Do Language Models Track State?

Belinda Z. Li, Zifan Carl Guo, Jacob Andreas

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Eliciting Human Preferences with Language Models.

Belinda Z. Li, Alex Tamkin, Noah D. Goodman, Jacob Andreas

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Bayesian Preference Elicitation with Language Models.

Kunal Handa, Yarin Gal, Ellie Pavlick, Noah D. Goodman, Jacob Andreas, Alex Tamkin, Belinda Z. Li

CoRR, 2024

Learning with Language-Guided State Abstractions.

Andi Peng, Ilia Sucholutsky, Belinda Z. Li, Theodore R. Sumers, Thomas L. Griffiths, Jacob Andreas, Julie Shah

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Preference-Conditioned Language-Guided Abstraction.

Andi Peng, Andreea Bobu, Belinda Z. Li, Theodore R. Sumers, Ilia Sucholutsky, Nishanth Kumar, Thomas L. Griffiths, Julie A. Shah

Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

Adaptive Language-Guided Abstraction from Contrastive Explanations.

Andi Peng, Belinda Z. Li, Ilia Sucholutsky, Nishanth Kumar, Julie Shah, Jacob Andreas, Andreea Bobu

Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

2023

Measuring and Manipulating Knowledge Representations in Language Models.

Evan Hernandez, Belinda Z. Li, Jacob Andreas

CoRR, 2023

LaMPP: Language Models as Probabilistic Priors for Perception and Action.

Belinda Z. Li, William Chen, Pratyusha Sharma, Jacob Andreas

CoRR, 2023

Language Modeling with Latent Situations.

Belinda Z. Li, Maxwell I. Nye, Jacob Andreas

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Toward Interactive Dictation.

Belinda Z. Li, Jason Eisner, Adam Pauls, Sam Thomson

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Quantifying Adaptability in Pre-trained Language Models with 500 Tasks.

Belinda Z. Li, Jane A. Yu, Madian Khabsa, Luke Zettlemoyer, Alon Y. Halevy, Jacob Andreas

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

On Unifying Misinformation Detection.

Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

On the Influence of Masking Policies in Intermediate Pre-training.

Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Implicit Representations of Meaning in Neural Language Models.

Belinda Z. Li, Maxwell I. Nye, Jacob Andreas

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Studying Strategically: Learning to Mask for Closed-book QA.

Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa

CoRR, 2020

Linformer: Self-Attention with Linear Complexity.

Sinong Wang, Belinda Z. Li, Madian Khabsa, Han Fang, Hao Ma

CoRR, 2020

Language Models as Fact Checkers?

Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa

CoRR, 2020

Efficient One-Pass End-to-End Entity Linking for Questions.

Belinda Z. Li, Sewon Min, Srinivasan Iyer, Yashar Mehdad, Wen-tau Yih

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Active Learning for Coreference Resolution using Discrete Annotation.

Belinda Z. Li, Gabriel Stanovsky, Luke Zettlemoyer

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020