Hongliang Dai
15 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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Cross-Pollinator
(15)
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Hot Topic Early Bird
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Taxonomy Completionist
(33)
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Topic Evolution
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Keyword Collector
(69)
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Century Club
(12)
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Trend Setter
Conferences
ACL (5)
EMNLP (4)
AAAI (3)
IJCNLP (2)
COLING (1)
Top co-authors
Keywords
large language model
(5)
uncertainty quantification
(3)
entity linking
(3)
few-shot learning
(3)
information extraction
(3)
weak supervision
(3)
hypernym prediction
(2)
weakly supervised learning
(2)
neural network
(2)
entity mention
(2)
entity typing
(2)
fine-grained entity typing
(2)
relation extraction
(2)
named entity recognition
(2)
masked language model
(2)
language model
(2)
in-context learning
(1)
data augmentation
(1)
text classification
(1)
knowledge distillation
(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
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models
EMNLP 2025
Generating Diverse Training Samples for Relation Extraction with Large Language Models
ACL 2025
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
AAAI 2024
Characteristic AI Agents via Large Language Models
COLING 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
IJCNLP 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
ACL 2021
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision
ACL 2019
Improving Fine-grained Entity Typing with Entity Linking
IJCNLP 2019
Improving Fine-grained Entity Typing with Entity Linking
EMNLP 2019
Entity Linking within a Social Media Platform: A Case Study on Yelp
EMNLP 2018