Paul Bennett
10 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) ποΈ Keyword Collector (53)
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Trend Setter
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(7)
Applications
(7)
Learning Types Β· Machine Learning
(6)
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Application Areas
(2)
Architectures
(2)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
dense retrieval
(3)
language model
(2)
question answering
(2)
self-supervised learning
(2)
reinforcement learning
(1)
zero-shot learning
(1)
transformer architecture
(1)
sentiment analysis
(1)
contrastive learning
(1)
natural language processing
(1)
text classification
(1)
domain adaptation
(1)
attention mechanism
(1)
fact verification
(1)
information retrieval
(1)
adversarial learning
(1)
text representation
(1)
representation learning
(1)
text simplification
(1)
unsupervised learning
(1)
Papers
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories
EMNLP 2023
Axiomatic Preference Modeling for Longform Question Answering
EMNLP 2023
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
ACL 2022
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
NeurIPS 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
ACL 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
ACL 2021
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder
EMNLP 2021
Say βYESβ to Positivity: Detecting Toxic Language in Workplace Communications
EMNLP 2021
Leveraging Structured Metadata for Improving Question Answering on the Web
AACL 2020
Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention
ICLR 2020