Matthew Henderson
7 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Core AI
(5)
Generation
(5)
Deep Learning
(4)
Applications · Natural Language Processing
(4)
Learning Paradigms
(4)
Techniques
(4)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Architectures
(1)
Keywords
response selection
(3)
few-shot learning
(3)
transfer learning
(3)
task-oriented dialogue
(2)
dialog system
(2)
dialogue system
(2)
pre-trained model
(1)
evaluation metric
(1)
dual encoder
(1)
sentence encoder
(1)
slot filling
(1)
span extraction
(1)
conversational dataset
(1)
response ranking
(1)
entity retrieval
(1)
conversational system
(1)
neural encoder
(1)
slot labeling
(1)
retrieval-based model
(1)
conversational model
(1)
Papers
ConVEx: Data-Efficient and Few-Shot Slot Labeling
NAACL 2021
ConveRT: Efficient and Accurate Conversational Representations from Transformers
EMNLP 2020
Efficient Intent Detection with Dual Sentence Encoders
ACL 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations
ACL 2020
A Repository of Conversational Datasets
ACL 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
EMNLP 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems
ACL 2019