Zhenxi Lin
16 papers · 2020–2025 · 6 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.
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Research topics
Machine Learning
(11)
Natural Language Processing
(9)
Applications
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Artificial Intelligence
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Deep Learning
(8)
Core AI
(8)
Core Methods
(7)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Architectures
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Learning Paradigms
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Optimization & Theory
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Resources & Methods
(3)
Healthcare & Medicine
(2)
Data Science & Analytics
(1)
Keywords
large language model
(5)
representation learning
(3)
question answering
(2)
pre-trained language model
(2)
recurrent neural network
(2)
knowledge graph
(2)
biomedical entity linking
(2)
contrastive decoding
(2)
link prediction
(2)
contrastive learning
(2)
semi-supervised learning
(1)
named entity recognition
(1)
multimodal learning
(1)
hierarchical text classification
(1)
benchmark evaluation
(1)
sequence modeling
(1)
logical reasoning
(1)
semantic matching
(1)
ensemble learning
(1)
contextual representation
(1)
Papers
A Survey on Foundation Language Models for Single-cell Biology
ACL 2025
Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
EMNLP 2025
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
AAAI 2025
Biomedical Entity Linking as Multiple Choice Question Answering
COLING 2024
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
NeurIPS 2024
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
EMNLP 2024
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
COLING 2024
Relation-aware Ensemble Learning for Knowledge Graph Embedding
EMNLP 2023
Multi-modal Contrastive Representation Learning for Entity Alignment
COLING 2022
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification
ACL 2021
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning
EMNLP 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification
ACL 2021
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding
ACL 2021
Time-Aware Multi-Scale RNNs for Time Series Modeling
IJCAI 2021
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification
EMNLP 2020
Temporal Pyramid Recurrent Neural Network
AAAI 2020