Huawen Feng
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(27)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Applications
(4)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Learning Types · Deep Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
data augmentation
(3)
generative model
(2)
large language model
(2)
multi-task learning
(1)
relation extraction
(1)
question answering
(1)
commonsense knowledge
(1)
preference optimization
(1)
text summarization
(1)
hierarchical text classification
(1)
code generation
(1)
class imbalance
(1)
synthetic data generation
(1)
noise robustness
(1)
hallucination mitigation
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
training data
(1)
graph convolutional network
(1)
metaphor detection
(1)
Papers
Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
ICLR 2025
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
ACL 2025
Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
EMNLP 2024
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification
COLING 2024
Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction
ACL 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference
ACL 2023
It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection
EMNLP 2022