Liyan Xu
17 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (46) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
(100)
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Unstoppable Β· Bronze
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(11)
Machine Learning
(11)
Natural Language Processing
(10)
Core AI
(10)
Applications
(7)
Core Methods
(7)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Learning Types Β· Deep Learning
(5)
Understanding
(5)
Learning Paradigms
(4)
Techniques
(3)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
zero-shot learning
(4)
coreference resolution
(4)
large language model
(3)
named entity recognition
(3)
few-shot learning
(2)
language model
(2)
retrieval-augmented generation
(2)
dense retrieval
(2)
domain adaptation
(1)
natural language inference
(1)
reinforcement learning
(1)
multilingual nlp
(1)
relation extraction
(1)
document-level extraction
(1)
knowledge editing
(1)
knowledge transfer
(1)
multi-task learning
(1)
text generation
(1)
information retrieval
(1)
self-supervised learning
(1)
Papers
ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning
AAAI 2026
Situated Embedding Models for Context-Aware Dense Retrieval
ACL 2026
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings
EMNLP 2025
Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning
EMNLP 2025
ScEdit: Script-based Assessment of Knowledge Editing
ACL 2025
Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind
ICML 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions
ACL 2024
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy
EMNLP 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation
AAAI 2024
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach
ACL 2023
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction
NAACL 2022
Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations
NAACL 2022
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph
AAAI 2022
Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues
EMNLP 2021
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation
EMNLP 2021
Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning
ACL 2020
Revealing the Myth of Higher-Order Inference in Coreference Resolution
EMNLP 2020