Tianyu Liu

According to our database, Tianyu Liu authored at least 19 papers between 2022 and 2025.

Collaborative distances:

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

2025

Language Models over Canonical Byte-Pair Encodings.

Tim Vieira, Tianyu Liu, Clemente Pasti, Yahya Emara, Brian DuSell, Benjamin LeBrun, Mario Giulianelli, Juan Luis Gastaldi, Timothy J. O'Donnell, Ryan Cotterell

CoRR, June, 2025

Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation.

Tianyu Liu, Jirui Qi, Paul He, Arianna Bisazza, Mrinmaya Sachan, Ryan Cotterell

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo.

João Loula, Benjamin LeBrun, Li Du, Ben Lipkin, Clemente Pasti, Gabriel Grand, Tianyu Liu, Yahya Emara, Marjorie Freedman, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Alexander K. Lew, Tim Vieira, Timothy J. O'Donnell

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Likelihood as a Performance Gauge for Retrieval-Augmented Generation.

Tianyu Liu, Jirui Qi, Paul He, Arianna Bisazza, Mrinmaya Sachan, Ryan Cotterell

CoRR, 2024

A Fundamental Trade-off in Aligned Language Models and its Relation to Sampling Adaptors.

Naaman Tan, Josef Valvoda, Anej Svete, Tianyu Liu, Yanxia Qin, Min-Yen Kan, Ryan Cotterell

CoRR, 2024

A Probability-Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors.

Naaman Tan, Josef Valvoda, Tianyu Liu, Anej Svete, Yanxia Qin, Min-Yen Kan, Ryan Cotterell

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Efficiently Computing Susceptibility to Context in Language Models.

Tianyu Liu, Kevin Du, Mrinmaya Sachan, Ryan Cotterell

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Formal Aspects of Language Modeling.

Ryan Cotterell, Anej Svete, Clara Meister, Tianyu Liu, Li Du

CoRR, 2023

A Geometric Notion of Causal Probing.

Clément Guerner, Anej Svete, Tianyu Liu, Alexander Warstadt, Ryan Cotterell

CoRR, 2023

Learning the String Partial Order.

Tianyu Liu, Afra Amini, Mrinmaya Sachan, Ryan Cotterell

CoRR, 2023

Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus.

Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell

CoRR, 2023

Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective.

Tianyu Liu, Afra Amini, Mrinmaya Sachan, Ryan Cotterell

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels.

Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell

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

Hexatagging: Projective Dependency Parsing as Tagging.

Afra Amini, Tianyu Liu, Ryan Cotterell

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Autoregressive Structured Prediction with Language Models.

Tianyu Liu, Yuchen Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan

CoRR, 2022

A Bilingual Parallel Corpus with Discourse Annotations.

Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan, Ryan Cotterell

CoRR, 2022

A Structured Span Selector.

Tianyu Liu, Yuchen Eleanor Jiang, Ryan Cotterell, Mrinmaya Sachan

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

BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation.

Yuchen Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Jian Yang, Haoyang Huang, Rico Sennrich, Ryan Cotterell, Mrinmaya Sachan, Ming Zhou

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

Autoregressive Structured Prediction with Language Models.

Tianyu Liu, Yuchen Eleanor Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022