Zhenxi Lin
19 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (12)
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Conference Polyglot
(7)
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Academic Marathon
(5)
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Renaissance Researcher
(7)
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Dynamic Duo
(11)
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Topic Evolution
🏆
Keyword Champion
(2)
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Century Club
(19)
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Prolific Year
(8)
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Unstoppable
(6)
🗃️
Keyword Collector
(87)
Conferences
EMNLP (5)
ACL (4)
COLING (3)
IJCNLP (3)
AAAI (2)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
large language model
(5)
representation learning
(3)
link prediction
(2)
contrastive decoding
(2)
span-based classification
(2)
dynamic local attention
(2)
pre-trained language model
(2)
knowledge graph
(2)
joint embedding
(2)
sequential sentence classification
(2)
question answering
(2)
label semantics
(2)
hierarchical sequence labeling
(2)
hierarchical text classification
(2)
biomedical entity linking
(2)
semantic matching
(2)
contrastive learning
(2)
recurrent neural network
(2)
multimodal learning
(1)
semi-supervised learning
(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
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
NIPS 2024
Biomedical Entity Linking as Multiple Choice Question Answering
COLING 2024
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
COLING 2024
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
EMNLP 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
IJCNLP 2021
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning
EMNLP 2021
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding
IJCNLP 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification
ACL 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification
IJCNLP 2021
A Span-based Dynamic Local Attention Model for Sequential Sentence 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
Temporal Pyramid Recurrent Neural Network
AAAI 2020
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification
EMNLP 2020