Xien Liu
10 papers · 2016–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
π€
Dynamic Duo
(10)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(55)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(6)
Applications
(6)
Artificial Intelligence
(5)
Core AI
(5)
Application Areas
(4)
Core Methods
(4)
Deep Learning
(3)
Healthcare & Medicine
(2)
Architectures
(2)
Clinical
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Keywords
large language model
(4)
neural network
(2)
text classification
(2)
pre-trained language model
(2)
medical knowledge
(2)
semantic parsing
(1)
question answering
(1)
logical reasoning
(1)
semantic matching
(1)
clinical diagnosis
(1)
sensitivity analysis
(1)
mixture of expert
(1)
model ensemble
(1)
evaluation benchmark
(1)
factual accuracy
(1)
table understanding
(1)
textual entailment
(1)
knowledge base
(1)
statement verification
(1)
model ensembling
(1)
Papers
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
ICML 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis
COLING 2025
Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery
ICLR 2025
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge
IJCAI 2024
THiFLY Research at SemEval-2023 Task 7: A Multi-granularity System for CTR-based Textual Entailment and Evidence Retrieval
SemEval 2023
Table-based Fact Verification with Self-adaptive Mixture of Experts
ACL 2022
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation
SemEval 2021
Tensor Graph Convolutional Networks for Text Classification
AAAI 2020
Exploiting Sentence Embedding for Medical Question Answering
AAAI 2019
Hidden Softmax Sequence Model for Dialogue Structure Analysis
ACL 2016