Daqing He
11 papers · 2003–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Ultra π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π€
Dynamic Duo
(10)
π
Trend Setter
β
The Questioner
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(50)
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(7)
Artificial Intelligence
(4)
Deep Learning
(4)
Application Areas
(4)
Applications
(4)
Generation
(4)
Core AI
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Keywords
text generation
(4)
keyphrase generation
(3)
large language model
(2)
text simplification
(2)
factual accuracy
(1)
data augmentation
(1)
transfer learning
(1)
lexical complexity
(1)
knowledge distillation
(1)
empirical study
(1)
rationale extraction
(1)
pseudo labeling
(1)
model generalization
(1)
semantic meaning
(1)
recurrent neural network
(1)
generative model
(1)
chain-of-thought reasoning
(1)
retrieval-augmented generation
(1)
scientific document
(1)
domain adaptation
(1)
Papers
Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review
ACL 2025
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts
ACL 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models
EMNLP 2024
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation
ACL 2023
Divide-and-Conquer Text Simplification by Scalable Data Enhancement
EMNLP 2022
An Empirical Study on Neural Keyphrase Generation
NAACL 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
ACL 2021
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases
ACL 2020
Integrating Transformer and Paraphrase Rules for Sentence Simplification
EMNLP 2018
Deep Keyphrase Generation
ACL 2017
Desparately Seeking Cebuano
NAACL 2003