Daniel S Weld
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
Top co-authors
Research topics
Natural Language Processing
(4)
Applications · Natural Language Processing
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Domain-Specific
(1)
Foundations
(1)
Generation
(1)
Keywords
large language model
(2)
retrieval-augmented generation
(2)
literature review
(2)
text generation
(1)
document understanding
(1)
code generation
(1)
document retrieval
(1)
novelty detection
(1)
text retrieval
(1)
language model
(1)
genetic algorithm
(1)
agent system
(1)
automatic evaluation
(1)
table generation
(1)
scientific literature
(1)
schema generation
(1)
literature mining
(1)
reranking model
(1)
open source software
(1)
algorithm search
(1)
Papers
Generating Literature-Driven Scientific Theories at Scale
ACL 2026
Ai2 Scholar QA: Organized Literature Synthesis with Attribution
ACL 2025
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
ACL 2025
Literature-Grounded Novelty Assessment of Scientific Ideas
ACL 2025
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models
EMNLP 2024