Benjamin Newman
7 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(5)
Applications · Natural Language Processing
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Models
(3)
Resources & Methods
(3)
Computer Vision
(2)
Machine Learning
(2)
Domain-Specific
(2)
Generation
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Types
(1)
Keywords
language model
(5)
generative model
(2)
information extraction
(2)
question answering
(1)
text generation
(1)
multimodal learning
(1)
document understanding
(1)
question generation
(1)
document analysis
(1)
hidden state
(1)
mixture of expert
(1)
generative ai
(1)
length extrapolation
(1)
scientific document
(1)
continuous prompt
(1)
visual document understanding
(1)
automatic evaluation
(1)
subject-verb agreement
(1)
text rewriting
(1)
table generation
(1)
Papers
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models
EMNLP 2024
The Generative AI Paradox: “What It Can Create, It May Not Understand”
ICLR 2024
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents
EMNLP 2023
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents
EMNLP 2023
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts
ICLR 2022
Refining Targeted Syntactic Evaluation of Language Models
NAACL 2021
The EOS Decision and Length Extrapolation
EMNLP 2020