Fukun Ma
8 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(26)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Natural Language Processing
(4)
Applications
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Architectures
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
few-shot learning
(2)
relation extraction
(2)
document-level relation extraction
(2)
prototype learning
(1)
preference alignment
(1)
in-context learning
(1)
semantic parsing
(1)
sentiment classification
(1)
abstract meaning representation
(1)
compositional generalization
(1)
instruction tuning
(1)
semantic structure
(1)
adversarial attack
(1)
consistency regularization
(1)
pseudo label
(1)
robustness evaluation
(1)
cross-domain generalization
(1)
path aggregation
(1)
gradient propagation
(1)
white-box attack
(1)
Papers
Improving Preference Alignment of LLM with Inference-Free Self-Refinement
EMNLP 2025
On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations
ACL 2024
AMR-based Network for Aspect-based Sentiment Analysis
ACL 2023
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer
ACL 2023
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing
ACL 2023
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction
EMNLP 2023
Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution
EMNLP 2022
Semi-supervised Relation Extraction via Incremental Meta Self-Training
EMNLP 2021