Samuel Bowman
20 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Keyword Pioneer
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(102)
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Century Club Β· Bronze
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Prolific Year Β· Prolific
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Research topics
Natural Language Processing
(16)
Machine Learning
(14)
Applications
(12)
Deep Learning
(10)
Artificial Intelligence
(8)
Learning Types Β· Machine Learning
(7)
Learning Types Β· Deep Learning
(7)
Core AI
(6)
Core Methods
(6)
Resources & Methods
(4)
Application Areas
(3)
Architectures
(3)
Generation
(3)
Learning Paradigms
(2)
Understanding
(2)
Keywords
natural language inference
(5)
question answering
(4)
reading comprehension
(4)
machine translation
(3)
sentence representation
(3)
language model
(3)
transfer learning
(2)
benchmark evaluation
(2)
representation learning
(2)
natural language understanding
(2)
text classification
(2)
neural network decoder
(2)
language understanding
(2)
multiple choice
(2)
latent tree learning
(2)
content moderation
(1)
document understanding
(1)
language modeling
(1)
information retrieval
(1)
attention mechanism
(1)
Papers
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
NeurIPS 2023
BBQ: A hand-built bias benchmark for question answering
ACL 2022
QuALITY: Question Answering with Long Input Texts, Yes!
NAACL 2022
Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions
ACL 2022
The Dangers of Underclaiming: Reasons for Caution When Reporting How NLP Systems Fail
ACL 2022
What Makes Reading Comprehension Questions Difficult?
ACL 2022
Can Unconditional Language Models Recover Arbitrary Sentences?
NeurIPS 2019
Deep Learning for Natural Language Inference
NAACL 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
NeurIPS 2019
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
NAACL 2018
Annotation Artifacts in Natural Language Inference Data
NAACL 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding
EMNLP 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
EMNLP 2018
Grammar Induction with Neural Language Models: An Unusual Replication
EMNLP 2018
Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis
EMNLP 2018
ListOps: A Diagnostic Dataset for Latent Tree Learning
NAACL 2018
Ruminating Reader: Reasoning with Gated Multi-hop Attention
ACL 2018
The Lifted Matrix-Space Model for Semantic Composition
CoNLL 2018
Training a Ranking Function for Open-Domain Question Answering
NAACL 2018
XNLI: Evaluating Cross-lingual Sentence Representations
EMNLP 2018