Peter Shaw
17 papers · 2018–2024 · 7 conferences · across top CS/AI conferences
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Conferences
EMNLP (5)
ACL (4)
ICML (2)
IJCNLP (2)
NAACL (2)
COLING (1)
NIPS (1)
Top co-authors
Keywords
semantic parsing
(7)
compositional generalization
(4)
graph neural network
(4)
transformer architecture
(2)
conversational question answering
(2)
knowledge base
(2)
neural network
(2)
structured datum
(2)
pointer network
(2)
data efficiency
(2)
grammar-based approach
(2)
multi-modal learning
(2)
sequence-to-sequence model
(2)
natural language variation
(2)
instruction following
(1)
visual grounding
(1)
in-context learning
(1)
document understanding
(1)
data augmentation
(1)
transfer learning
(1)
Papers
BAGEL: Bootstrapping Agents by Guiding Exploration with Language
ICML 2024
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations
ACL 2023
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
NIPS 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
ICML 2023
Improving Compositional Generalization with Latent Structure and Data Augmentation
NAACL 2022
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing
COLING 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
EMNLP 2022
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
EMNLP 2021
Visually Grounded Concept Composition
EMNLP 2021
Graph-Based Decoding for Task Oriented Semantic Parsing
EMNLP 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
IJCNLP 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
ACL 2021
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing
ACL 2020
Answering Conversational Questions on Structured Data without Logical Forms
IJCNLP 2019
Generating Logical Forms from Graph Representations of Text and Entities
ACL 2019
Answering Conversational Questions on Structured Data without Logical Forms
EMNLP 2019
Self-Attention with Relative Position Representations
NAACL 2018