Tom Kwiatkowski
16 papers · 2011–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
ποΈ
Keyword Collector
(60)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
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Research topics
Natural Language Processing
(10)
Applications
(10)
Deep Learning
(7)
Machine Learning
(7)
Architectures
(4)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Learning Types Β· Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
information retrieval
(4)
question answering
(3)
natural language inference
(2)
attributed generation
(2)
phrase indexing
(2)
reading comprehension
(2)
open-domain question answering
(2)
retrieval-augmented generation
(2)
multilingual nlp
(1)
text representation
(1)
transfer learning
(1)
factual knowledge
(1)
knowledge probing
(1)
text generation
(1)
factual accuracy
(1)
pre-trained language model
(1)
language model
(1)
distributional similarity
(1)
document retrieval
(1)
relation extraction
(1)
Papers
From RAG to Riches: Retrieval Interlaced with Sequence Generation
EMNLP 2024
1-PAGER: One Pass Answer Generation and Evidence Retrieval
EMNLP 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering
EMNLP 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders
EMNLP 2023
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network
ACL 2021
Entities as Experts: Sparse Memory Access with Entity Supervision
EMNLP 2020
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
NAACL 2019
Matching the Blanks: Distributional Similarity for Relation Learning
ACL 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
ACL 2019
Multi-Mention Learning for Reading Comprehension with Neural Cascades
ICLR 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension
EMNLP 2018
Scalable Semantic Parsing with Partial Ontologies
ACL 2015
Morpho-syntactic Lexical Generalization for CCG Semantic Parsing
EMNLP 2014
Scaling Semantic Parsers with On-the-Fly Ontology Matching
EMNLP 2013
A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings
EACL 2012
Lexical Generalization in CCG Grammar Induction for Semantic Parsing
EMNLP 2011