Huitong Pan
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Applications
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Understanding
(3)
Resources & Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Representation
(1)
Keywords
named entity recognition
(4)
information extraction
(3)
relation extraction
(2)
retrieval-augmented generation
(2)
scientific document
(2)
large language model
(2)
weakly supervised learning
(2)
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)
domain adaptation
(1)
llm-based baseline
(1)
Papers
ClimateIE: A Dataset for Climate Science Information Extraction
ACL 2025
DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition
NAACL 2025
Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications
ACL 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