Hongliang Dai
13 papers · 2018–2026 · 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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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(71)
Venues
Top co-authors
Research topics
Artificial Intelligence
(11)
Machine Learning
(9)
Natural Language Processing
(9)
Core AI
(8)
Learning Types
(7)
Applications
(6)
Learning Paradigms
(4)
Deep Learning
(3)
Core Methods
(3)
Generation
(2)
Resources & Methods
(2)
Understanding
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Keywords
large language model
(5)
few-shot learning
(3)
information extraction
(3)
uncertainty quantification
(3)
weakly supervised learning
(2)
named entity recognition
(2)
language model
(2)
relation extraction
(2)
weak supervision
(2)
entity linking
(2)
text classification
(1)
knowledge distillation
(1)
data augmentation
(1)
in-context learning
(1)
transfer learning
(1)
direct preference optimization
(1)
model calibration
(1)
binary classification
(1)
dialogue generation
(1)
opinion mining
(1)
Papers
DUD: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models
ACL 2026
Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion
AAAI 2026
Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models
AAAI 2026
Generating Diverse Training Samples for Relation Extraction with Large Language Models
ACL 2025
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models
EMNLP 2025
Characteristic AI Agents via Large Language Models
COLING 2024
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
AAAI 2024
From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained
ACL 2023
Multi-Source Multi-Type Knowledge Exploration and Exploitation for Dialogue Generation
EMNLP 2023
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
ACL 2021
Improving Fine-grained Entity Typing with Entity Linking
EMNLP 2019
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision
ACL 2019
Entity Linking within a Social Media Platform: A Case Study on Yelp
EMNLP 2018