Peter Shaw

38 papers A* 5B 1Journal 23Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Effective Reasoning Chains Reduce Intrinsic Dimensionality.
CoRR
Archiki Prasad, Mandar Joshi, Kenton Lee, Mohit Bansal, Peter Shaw
2025 J jnl
ALTA: Compiler-Based Analysis of Transformers.
Trans. Mach. Learn. Res.
Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova
2025 J jnl
AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories.
CoRR
Xing Han Lù, Amirhossein Kazemnejad, Nicholas Meade, Arkil Patel, Dongchan Shin, Alejandra Zambrano, Karolina Stanczak, Peter Shaw, Christopher J. Pal, Siva Reddy
2025 J jnl
Bridging Kolmogorov Complexity and Deep Learning: Asymptotically Optimal Description Length Objectives for Transformers.
CoRR
Peter Shaw, James Cohan, Jacob Eisenstein, Kristina Toutanova
2025 J jnl
Robust Preference Optimization through Reward Model Distillation.
Trans. Mach. Learn. Res.
Adam Fisch, Jacob Eisenstein, Vicky Zayats, Alekh Agarwal, Ahmad Beirami, Chirag Nagpal, Peter Shaw, Jonathan Berant
2024 J jnl
ALTA: Compiler-Based Analysis of Transformers.
CoRR
Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova
2024 A* conf
BAGEL: Bootstrapping Agents by Guiding Exploration with Language.
ICML
Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee
2024 J jnl
BAGEL: Bootstrapping Agents by Guiding Exploration with Language.
CoRR
Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee
2023 A* conf
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.
NeurIPS
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
2023 J jnl
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.
CoRR
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
2023 J jnl
Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking.
CoRR
Jacob Eisenstein, Chirag Nagpal, Alekh Agarwal, Ahmad Beirami, Alex D'Amour, Dj Dvijotham, Adam Fisch, Katherine A. Heller, Stephen Pfohl, Deepak Ramachandran, Peter Shaw, Jonathan Berant
2023 A* conf
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.
ICML
Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2023 — conf
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.
ACL (1)
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2023 J jnl
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.
CoRR
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2022 A* conf
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing.
EMNLP
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
2022 J jnl
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing.
CoRR
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
2022 B conf
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing.
COLING
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha
2022 J jnl
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing.
CoRR
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha
2022 — conf
Improving Compositional Generalization with Latent Structure and Data Augmentation.
NAACL-HLT
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
2022 J jnl
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.
CoRR
Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2021 — conf
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
ACL/IJCNLP (1)
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
2021 — conf
Graph-Based Decoding for Task Oriented Semantic Parsing.
EMNLP (Findings)
Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw
2021 J jnl
Graph-Based Decoding for Task Oriented Semantic Parsing.
CoRR
Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw
2021 J jnl
Improving Compositional Generalization with Latent Structure and Data Augmentation.
CoRR
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
2021 J jnl
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks.
CoRR
Wang Zhu, Peter Shaw, Tal Linzen, Fei Sha
2021 — conf
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
EMNLP (1)
Linlu Qiu, Hexiang Hu, Bowen Zhang, Peter Shaw, Fei Sha
2021 J jnl
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
CoRR
Linlu Qiu, Hexiang Hu, Bowen Zhang, Peter Shaw, Fei Sha
2021 J jnl
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations.
CoRR
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang
2021 — conf
Visually Grounded Concept Composition.
EMNLP (Findings)
Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha
2021 J jnl
Visually Grounded Concept Composition.
CoRR
Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha
2020 J jnl
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
CoRR
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
2020 A* conf
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing.
ACL
Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee
2019 — conf
Answering Conversational Questions on Structured Data without Logical Forms.
EMNLP/IJCNLP (1)
Thomas Müller, Francesco Piccinno, Peter Shaw, Massimo Nicosia, Yasemin Altun
2019 J jnl
Answering Conversational Questions on Structured Data without Logical Forms.
CoRR
Thomas Müller, Francesco Piccinno, Massimo Nicosia, Peter Shaw, Yasemin Altun
2019 — conf
Generating Logical Forms from Graph Representations of Text and Entities.
ACL (1)
Peter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun
2019 J jnl
Generating Logical Forms from Graph Representations of Text and Entities.
CoRR
Peter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun
2018 — conf
Self-Attention with Relative Position Representations.
NAACL-HLT (2)
Peter Shaw, Jakob Uszkoreit, Ashish Vaswani
2018 J jnl
Self-Attention with Relative Position Representations.
CoRR
Peter Shaw, Jakob Uszkoreit, Ashish Vaswani