Leon Bergen

34 papers A* 7B 4Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
Quiet Feature Learning in Algorithmic Tasks.
AAAI
Prudhviraj Naidu, Zixian Wang, Leon Bergen, Ramamohan Paturi
2025 A* conf
Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation.
ICML
Bohan Lyu, Yadi Cao, Duncan Watson-Parris, Leon Bergen, Taylor Berg-Kirkpatrick, Rose Yu
2025 A* conf
ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models.
ICLR
Veeramakali Vignesh Manivannan, Yasaman Jafari, Srikar Eranky, Spencer Ho, Rose Yu, Duncan Watson-Parris, Yian Ma, Leon Bergen, Taylor Berg-Kirkpatrick
2025 J jnl
EvidenceBench: A Benchmark for Extracting Evidence from Biomedical Papers.
CoRR
Jianyou Wang, Weili Cao, Kaicheng Wang, Xiaoyue Wang, Ashish Dalvi, Gino Prasad, Qishan Liang, Hsuan-lin Her, Ming Wang, Qin Yang, Gene W. Yeo, David E. Neal, Maxim Khan, Christopher D. Rosin, Ramamohan Paturi, Leon Bergen
2025 A* conf
Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark.
EMNLP
Jianyou Wang, Weili Cao, Longtian Bao, Youze Zheng, Gil Pasternak, Kaicheng Wang, Xiaoyue Wang, Ramamohan Paturi, Leon Bergen
2025 J jnl
Quiet Feature Learning in Algorithmic Tasks.
CoRR
Prudhviraj Naidu, Zixian Wang, Leon Bergen, Ramamohan Paturi
2025 J jnl
Single-Pass Document Scanning for Question Answering.
CoRR
Weili Cao, Jianyou Wang, Youze Zheng, Longtian Bao, Qirui Zheng, Taylor Berg-Kirkpatrick, Ramamohan Paturi, Leon Bergen
2025 J jnl
The Surprising Soupability of Documents in State Space Models.
CoRR
Yasaman Jafari, Zixian Wang, Leon Bergen, Taylor Berg-Kirkpatrick
2024 J jnl
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation.
CoRR
Bohan Lyu, Yadi Cao, Duncan Watson-Parris, Leon Bergen, Taylor Berg-Kirkpatrick, Rose Yu
2024 J jnl
BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives.
CoRR
Xiaoyue Wang, Jianyou Wang, Weili Cao, Kaicheng Wang, Ramamohan Paturi, Leon Bergen
2024 J jnl
ClimaQA: An Automated Evaluation Framework for Climate Foundation Models.
CoRR
Veeramakali Vignesh Manivannan, Yasaman Jafari, Srikar Eranky, Spencer Ho, Rose Yu, Duncan Watson-Parris, Yian Ma, Leon Bergen, Taylor Berg-Kirkpatrick
2024 J jnl
Dissociation of Faithful and Unfaithful Reasoning in LLMs.
CoRR
Evelyn Yee, Alice Li, Chenyu Tang, Yeon Ho Jung, Ramamohan Paturi, Leon Bergen
2024 — conf
IR2: Information Regularization for Information Retrieval.
LREC/COLING
Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Weili Cao, Ramamohan Paturi, Leon Bergen
2024 J jnl
IR2: Information Regularization for Information Retrieval.
CoRR
Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Weili Cao, Ramamohan Paturi, Leon Bergen
2024 J jnl
Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark.
CoRR
Jianyou Wang, Weili Cao, Longtian Bao, Youze Zheng, Gil Pasternak, Kaicheng Wang, Xiaoyue Wang, Ramamohan Paturi, Leon Bergen
2023 J jnl
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries.
CoRR
Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Prudhviraj Naidu, Leon Bergen, Ramamohan Paturi
2023 J jnl
Scalar Implicature is Sensitive to Contextual Alternatives.
Cogn. Sci.
Zheng Zhang, Leon Bergen, Alexander Paunov, Rachel Ryskin, Edward Gibson
2023 A* conf
Scientific Document Retrieval using Multi-level Aspect-based Queries.
NeurIPS
Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Prudhviraj Naidu, Leon Bergen, Ramamohan Paturi
2022 J jnl
Simplicity and learning to distinguish arguments from modifiers.
J. Lang. Model.
Leon Bergen, Edward Gibson, Timothy J. O'Donnell
2021 J jnl
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention.
CoRR
Leon Bergen, Dzmitry Bahdanau, Timothy J. O'Donnell
2021 A* conf
Systematic Generalization with Edge Transformers.
NeurIPS
Leon Bergen, Timothy J. O'Donnell, Dzmitry Bahdanau
2021 J jnl
Systematic Generalization with Edge Transformers.
CoRR
Leon Bergen, Timothy J. O'Donnell, Dzmitry Bahdanau
2020 — conf
Predicting Reference: What do Language Models Learn about Discourse Models?
EMNLP (1)
Shiva Upadhye, Leon Bergen, Andrew Kehler
2020 A* conf
Speakers enhance contextually confusable words.
ACL
Eric Meinhardt, Eric Bakovic, Leon Bergen
2020 — conf
Word Frequency Does Not Predict Grammatical Knowledge in Language Models.
EMNLP (1)
Charles Yu, Ryan Sie, Nico Tedeschi, Leon Bergen
2020 J jnl
Word Frequency Does Not Predict Grammatical Knowledge in Language Models.
CoRR
Charles Yu, Ryan Sie, Nico Tedeschi, Leon Bergen
2019 — conf
Constraint-based Learning of Phonological Processes.
EMNLP/IJCNLP (1)
Shraddha Barke, Rose Kunkel, Nadia Polikarpova, Eric Meinhardt, Eric Bakovic, Leon Bergen
2017 J jnl
Mildly context sensitive grammar induction and variational bayesian inference.
CoRR
Eva Portelance, Leon Bergen, Chris Bruno, Timothy J. O'Donnell
2015 J jnl
The Strategic Use of Noise in Pragmatic Reasoning.
Top. Cogn. Sci.
Leon Bergen, Noah D. Goodman
2014 B conf
Formalizing the Pragmatics of Metaphor Understanding.
CogSci
Justine T. Kao, Leon Bergen, Noah D. Goodman
2014 B conf
The strategic use of noise in pragmatic reasoning.
CogSci
Leon Bergen, Noah D. Goodman
2013 — conf
Arguments and Modifiers from the Learner's Perspective.
ACL (2)
Leon Bergen, Edward Gibson, Timothy J. O'Donnell
2012 B conf
That's what she (could have) said: How alternative utterances affect language use.
CogSci
Leon Bergen, Noah D. Goodman, Roger Levy
2012 B conf
Verb omission errors: Evidence of rational processing of noisy language inputs.
CogSci
Leon Bergen, Roger Levy, Edward Gibson