Scholar
Hongliang Dai
Google Scholar ID: UE0zIG4AAAAJ
Nanjing University of Aeronautics and Astronautics
Citations & Impact
Citations
348
H-index
7
i10-index
6
Publications
18
Co-authors
7
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Selected Publications include:
- - 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)
- - Characteristic AI Agents via Large Language Models (COLING, 2024)
- - An Empirical Investigation of Domain Adaptation Ability for Chinese Spelling Check Models (ICASSP, 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)
- - Exploiting Semantic Relations for Fine-grained Entity Typing (AKBC, 2020)
- - 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)
- - Entity Mention Aware Document Representation (Information Sciences, 2018)
- - A Chinese Corpus for Fine-grained Entity Typing (LREC, 2020)
Research Experience
- Previously worked at ByteDance and Tencent Jarvis Lab (2021-2023).
Education
- PhD in CS from the Hong Kong University of Science and Technology in 2021, advised by Prof. Yangqiu Song; Master's degree from Zhejiang University; Bachelor's degree from Harbin Institute of Technology.
Background
- Associate professor at the Nanjing University of Aeronautics and Astronautics. Research interests: NLP, LLMs, Information Extraction.
