Wei-Yun Ma
18 papers · 2002–2025 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (30)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(63)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(8)
Core Methods
(7)
Artificial Intelligence
(6)
Applications · Natural Language Processing
(6)
Core AI
(5)
Deep Learning
(3)
Architectures
(3)
Learning Types
(2)
Understanding
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Generation
(1)
Keywords
named entity recognition
(3)
distributional semantics
(2)
sentiment analysis
(2)
text classification
(2)
relation extraction
(2)
weak supervision
(1)
lyrics generation
(1)
sequence labeling
(1)
dependency parsing
(1)
text generation
(1)
natural language processing
(1)
joint learning
(1)
long short-term memory
(1)
prior knowledge
(1)
information content
(1)
information extraction
(1)
domain adaptation
(1)
confidence scoring
(1)
cross-entropy loss
(1)
reinforcement learning
(1)
Papers
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
ICLR 2025
Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision
COLING 2024
Generating Attractive and Authentic Copywriting from Customer Reviews
NAACL 2024
Plug-in Language Model: Controlling Text Generation with a Simple Regression Model
NAACL 2024
H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction
ACL 2021
Relation Extraction Exploiting Full Dependency Forests
AAAI 2020
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER
AAAI 2020
GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction
ACL 2019
iComposer: An Automatic Songwriting System for Chinese Popular Music
NAACL 2019
Speed Reading: Learning to Read ForBackward via Shuttle
EMNLP 2018
CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases
IJCNLP 2017
Guess What: A Question Answering Game via On-demand Knowledge Validation
IJCNLP 2017
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement
EACL 2017
Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks
EMNLP 2017
System Combination for Machine Translation through Paraphrasing
EMNLP 2015
Using a Supertagged Dependency Language Model to Select a Good Translation in System Combination
NAACL 2013
Where’s the Verb? Correcting Machine Translation During Question Answering
ACL 2009
Unknown Word Extraction for Chinese Documents
COLING 2002