Peter Shaw
15 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (43) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
β
The Questioner
(2)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
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Keyword Collector
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Research topics
Machine Learning
(12)
Natural Language Processing
(9)
Artificial Intelligence
(7)
Applications
(7)
Deep Learning
(6)
Core AI
(6)
Core Methods
(6)
Learning Types Β· Machine Learning
(5)
Understanding
(4)
Computer Vision
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Computer Science
(2)
Analysis
(2)
Application Areas
(2)
Keywords
semantic parsing
(6)
graph neural network
(3)
compositional generalization
(3)
multimodal learning
(2)
data efficiency
(2)
neural network
(2)
in-context learning
(1)
data augmentation
(1)
transfer learning
(1)
dependency parsing
(1)
information retrieval
(1)
document understanding
(1)
visual grounding
(1)
instruction following
(1)
machine translation
(1)
bootstrapping
(1)
knowledge base
(1)
low-resource learning
(1)
natural language
(1)
question answering
(1)
Papers
BAGEL: Bootstrapping Agents by Guiding Exploration with Language
ICML 2024
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
NeurIPS 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
ICML 2023
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations
ACL 2023
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
EMNLP 2022
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing
COLING 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation
NAACL 2022
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?
ACL 2021
Graph-Based Decoding for Task Oriented Semantic Parsing
EMNLP 2021
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
EMNLP 2021
Visually Grounded Concept Composition
EMNLP 2021
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing
ACL 2020
Answering Conversational Questions on Structured Data without Logical Forms
EMNLP 2019
Generating Logical Forms from Graph Representations of Text and Entities
ACL 2019
Self-Attention with Relative Position Representations
NAACL 2018