Xiyan Fu
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Research topics
Natural Language Processing
(9)
Artificial Intelligence
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Machine Learning
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Core AI
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Generation
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Learning Types Β· Machine Learning
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Resources & Methods
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Deep Learning
(2)
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Core Methods
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Understanding
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Mathematics & Optimization
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Learning Types Β· Deep Learning
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Keywords
pre-trained language model
(2)
compositional generalization
(2)
sequence labeling
(1)
in-context learning
(1)
extractive summarization
(1)
document summarization
(1)
text generation
(1)
low-resource language
(1)
multimodal learning
(1)
text summarization
(1)
word segmentation
(1)
part-of-speech tagging
(1)
dynamic routing
(1)
graph structure
(1)
named entity recognition
(1)
natural language inference
(1)
language model
(1)
zero-shot learning
(1)
commonsense reasoning
(1)
unsupervised learning
(1)
Papers
How Reliable is Multilingual LLM-as-a-Judge?
EMNLP 2025
Compositional Structured Explanation Generation with Dynamic Modularized Reasoning
NAACL 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning
EMNLP 2024
Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks
ACL 2023
SETI: Systematicity Evaluation of Textual Inference
ACL 2023
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter
ACL 2021
MM-AVS: A Full-Scale Dataset for Multi-modal Summarization
NAACL 2021
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy
ACL 2021
Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism
AAAI 2020