Huitong Pan
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ACL (2)
COLING (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
named entity recognition
(4)
information extraction
(3)
scientific document
(2)
large language model
(2)
relation extraction
(2)
weakly supervised learning
(2)
training dynamics
(1)
retrieval-augmented generation
(1)
entity extraction
(1)
distant supervision
(1)
knowledge graph construction
(1)
mention detection
(1)
entity annotation
(1)
taxonomy-driven framework
(1)
domain-specific application
(1)
relationship extraction
(1)
climate science
(1)
taxonomy alignment
(1)
full-text annotation
(1)
scientific information extraction
(1)
Papers
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications
ACL 2025
ClimateIE: A Dataset for Climate Science Information Extraction
ACL 2025
DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition
NAACL 2025
SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions
COLING 2024
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents
EMNLP 2024