Daniel Weld
18 papers · 2008–2023 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Full π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(7)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(10)
Machine Learning
(8)
Applications Β· Natural Language Processing
(5)
Learning Types
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Generation
(3)
Resources & Methods
(3)
Computer Science
(2)
Knowledge & Reasoning
(2)
Applications Β· Computer Science
(2)
Architectures
(2)
Core Methods
(2)
Keywords
information extraction
(3)
text mining
(2)
scientific document
(2)
text generation
(2)
document summarization
(2)
question answering
(2)
natural language inference
(1)
machine translation
(1)
semi-supervised learning
(1)
citation analysis
(1)
model evaluation
(1)
reading comprehension
(1)
multimodal learning
(1)
text summarization
(1)
coreference resolution
(1)
text representation
(1)
data augmentation
(1)
knowledge base
(1)
natural language processing
(1)
reproducible research
(1)
Papers
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents
EMNLP 2023
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts
EMNLP 2022
GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation
EMNLP 2022
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers
NAACL 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
ACL 2021
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions
EMNLP 2020
S2ORC: The Semantic Scholar Open Research Corpus
ACL 2020
SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search
EMNLP 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers
ACL 2020
TLDR: Extreme Summarization of Scientific Documents
EMNLP 2020
BERT for Coreference Resolution: Baselines and Analysis
EMNLP 2019
Errudite: Scalable, Reproducible, and Testable Error Analysis
ACL 2019
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
NAACL 2019
Semi-Supervised Event Extraction with Paraphrase Clusters
NAACL 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
ACL 2017
Learning First-Order Horn Clauses from Web Text
EMNLP 2010
Compiling a Massive, Multilingual Dictionary via Probabilistic Inference
ACL 2009
Scaling Textual Inference to the Web
EMNLP 2008