Peter Shaw

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Graph Representations

Semantic Parsing

Intermediate Representation

Graphical User Interfaces

Top Venues

EMNLP (Findings)

Publications

Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee
BAGEL: Bootstrapping Agents by Guiding Exploration with Language. CoRR (2024)
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations. CoRR (2023)
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces. NeurIPS (2023)
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
Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking. CoRR (2023)
Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. ICML (2023)
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces. CoRR (2023)
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations. ACL (1) (2023)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
Improving Compositional Generalization with Latent Structure and Data Augmentation. NAACL-HLT (2022)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. EMNLP (2022)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. CoRR (2022)
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing. COLING (2022)
Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. CoRR (2022)
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing. CoRR (2022)
Linlu Qiu, Hexiang Hu, Bowen Zhang, Peter Shaw, Fei Sha
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? EMNLP (1) (2021)
Linlu Qiu, Hexiang Hu, Bowen Zhang, Peter Shaw, Fei Sha
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? CoRR (2021)
Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha
Visually Grounded Concept Composition. EMNLP (Findings) (2021)
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations. CoRR (2021)
Wang Zhu, Peter Shaw, Tal Linzen, Fei Sha
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks. CoRR (2021)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
Improving Compositional Generalization with Latent Structure and Data Augmentation. CoRR (2021)
Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha
Visually Grounded Concept Composition. CoRR (2021)
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL/IJCNLP (1) (2021)
Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw
Graph-Based Decoding for Task Oriented Semantic Parsing. CoRR (2021)
Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw
Graph-Based Decoding for Task Oriented Semantic Parsing. EMNLP (Findings) (2021)
Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing. ACL (2020)
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? CoRR (2020)
Thomas Müller, Francesco Piccinno, Peter Shaw, Massimo Nicosia, Yasemin Altun
Answering Conversational Questions on Structured Data without Logical Forms. EMNLP/IJCNLP (1) (2019)
Thomas Müller, Francesco Piccinno, Massimo Nicosia, Peter Shaw, Yasemin Altun
Answering Conversational Questions on Structured Data without Logical Forms. CoRR (2019)
Zhen Zeng, Yuefeng Lu, Judong Shen, Wei Zheng, Peter Shaw, Mary Beth Dorr
A Random Interaction Forest for Prioritizing Predictive Biomarkers. CoRR (2019)
Peter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun
Generating Logical Forms from Graph Representations of Text and Entities. CoRR (2019)
Peter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun
Generating Logical Forms from Graph Representations of Text and Entities. ACL (1) (2019)
Peter Shaw, Jakob Uszkoreit, Ashish Vaswani
Self-Attention with Relative Position Representations. NAACL-HLT (2) (2018)
Peter Shaw, Jakob Uszkoreit, Ashish Vaswani
Self-Attention with Relative Position Representations. CoRR (2018)