William Cohen
35 papers · 2006–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (18) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (8) π Cross-Pollinator (12)
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Conference Polyglot
(8)
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Academic Marathon
(18)
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Renaissance Researcher
(9)
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Keyword Trendsetter Combo
(7)
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Dynamic Duo
(11)
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Deep Specialist
(14)
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Topic Evolution
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Keyword Champion
(2)
ποΈ
Keyword Collector
(139)
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Prolific Year
(5)
π₯
Unstoppable
(6)
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Century Club
(35)
π
Trend Setter
Conferences
EMNLP (11)
NAACL (9)
ACL (8)
IJCNLP (3)
AISTATS (1)
CVPR (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
question answering
(10)
multi-hop reasoning
(5)
language model
(5)
knowledge base
(5)
natural language inference
(3)
text classification
(3)
reading comprehension
(3)
semi-supervised learning
(3)
graph neural network
(3)
information retrieval
(3)
biomedical question answering
(2)
attention mechanism
(2)
biomedical nlp
(2)
graph convolutional network
(2)
question answering dataset
(2)
generative model
(2)
transformer architecture
(2)
entity linking
(2)
text generation
(2)
retrieval-augmented generation
(2)
Papers
Instruct-Imagen: Image Generation with Multi-modal Instruction
CVPR 2024
SEMQA: Semi-Extractive Multi-Source Question Answering
NAACL 2024
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
NAACL 2024
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval
ACL 2023
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference
ACL 2023
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling
EMNLP 2022
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers
ACL 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text
EMNLP 2022
Differentiable Open-Ended Commonsense Reasoning
NAACL 2021
MATE: Multi-view Attention for Table Transformer Efficiency
EMNLP 2021
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge
NAACL 2021
Investigating the Effect of Background Knowledge on Natural Questions
NAACL 2021
PubMedQA: A Dataset for Biomedical Research Question Answering
EMNLP 2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation
ACL 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
EMNLP 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
IJCNLP 2019
PubMedQA: A Dataset for Biomedical Research Question Answering
IJCNLP 2019
Probing Biomedical Embeddings from Language Models
NAACL 2019
Neural Models for Reasoning over Multiple Mentions Using Coreference
NAACL 2018
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer
EMNLP 2018
Learning to Define Terms in the Software Domain
EMNLP 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
EMNLP 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text
EMNLP 2018
Gated-Attention Readers for Text Comprehension
ACL 2017
Semi-Supervised QA with Generative Domain-Adaptive Nets
ACL 2017
Scalable Statistical Relational Learning for NLP
NAACL 2016
Revisiting Semi-Supervised Learning with Graph Embeddings
ICML 2016
Tweet2Vec: Character-Based Distributed Representations for Social Media
ACL 2016
Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs
IJCAI 2016
Learning Relational Features with Backward Random Walks
ACL 2015
Learning to Identify the Best Contexts for Knowledge-based WSD
EMNLP 2015
Learning Relational Features with Backward Random Walks
IJCNLP 2015
Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists
EMNLP 2015
Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch
AISTATS 2014
NER Systems that Suit Userβs Preferences: Adjusting the Recall-Precision Trade-off for Entity Extraction
NAACL 2006