Daniel S. Weld
12 papers · 2010–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half
👥
Mega-Team · Squad
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Conference Pioneer
❓
The Questioner
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
information retrieval
(2)
decision making
(1)
text mining
(1)
natural language generation
(1)
text representation
(1)
human-ai collaboration
(1)
biomedical domain
(1)
constrained decoding
(1)
hallucination detection
(1)
utility maximization
(1)
beam search
(1)
predictive performance
(1)
classification task
(1)
knowledge discovery
(1)
abstractive summarization
(1)
biomedical literature
(1)
scientific literature
(1)
source attribution
(1)
user experience
(1)
dataset construction
(1)
Papers
A Search Engine for Discovery of Scientific Challenges and Directions
AAAI 2022
Don’t Say What You Don’t Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
EMNLP 2022
Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork
AAAI 2021
CORD-19: The COVID-19 Open Research Dataset
ACL 2020
Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff
AAAI 2019
Effective Crowd Annotation for Relation Extraction
NAACL 2016
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments
EMNLP 2014
Harvesting Parallel News Streams to Generate Paraphrases of Event Relations
EMNLP 2013
Joint Coreference Resolution and Named-Entity Linking with Multi-Pass Sieves
EMNLP 2013
Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations
ACL 2011
Learning 5000 Relational Extractors
ACL 2010
Open Information Extraction Using Wikipedia
ACL 2010