Min Peng
23 papers · 2018–2026 · 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.
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Natural Language Processing
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Keywords
large language model
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contrastive learning
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temporal knowledge graph
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instruction tuning
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graph neural network
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multimodal learning
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question answering
(2)
text classification
(2)
entity extraction
(2)
video question answering
(2)
text generation
(2)
in-context learning
(2)
named entity recognition
(2)
knowledge graph
(2)
knowledge graph completion
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information extraction
(1)
temporal reasoning
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domain adaptation
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natural language inference
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Papers
HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models
AAAI 2026
LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning
AAAI 2026
TaxPraBen: A Scalable Benchmark for Structured Evaluation of LLMs in Chinese Real-World Tax Practice
ACL 2026
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models
EMNLP 2025
CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning
COLING 2025
DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations
COLING 2025
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion
COLING 2025
GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels
COLING 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling
EMNLP 2025
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis
COLING 2025
Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection
EMNLP 2025
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
ACL 2025
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
NAACL 2024
FinBen: A Holistic Financial Benchmark for Large Language Models
NeurIPS 2024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy
ACL 2024
Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer
AAAI 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance
NeurIPS 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
ACL 2023
Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering
IJCAI 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
EMNLP 2022
Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders
ACL 2021
Inductive Topic Variational Graph Auto-Encoder for Text Classification
NAACL 2021
Neural Sparse Topical Coding
ACL 2018