Minlong Peng
29 papers · 2017–2026 · 5 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 (67) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Dynamic Duo
(17)
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Mega-Team Β· Squad
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Conference Pioneer
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Unstoppable Β· Silver
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Trend Setter
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Keyword Collector
(145)
Venues
Top co-authors
Research topics
Machine Learning
(24)
Natural Language Processing
(18)
Learning Types Β· Machine Learning
(17)
Artificial Intelligence
(15)
Core Methods
(14)
Core AI
(13)
Deep Learning
(11)
Applications
(11)
Learning Types Β· Deep Learning
(9)
Application Areas
(7)
Understanding
(6)
Architectures
(4)
Learning Paradigms
(3)
Optimization & Theory
(3)
Generation
(2)
Keywords
domain adaptation
(5)
transfer learning
(4)
reinforcement learning
(4)
large language model
(3)
representation learning
(3)
model robustness
(3)
named entity recognition
(3)
parameter isolation
(2)
sequence labeling
(2)
supervised fine-tuning
(2)
task interference
(2)
semantic matching
(2)
catastrophic forgetting
(2)
natural language processing
(2)
information extraction
(2)
adversarial attack
(2)
sentiment classification
(2)
part-of-speech tagging
(2)
chinese named entity recognition
(2)
neural network
(2)
Papers
DeCoRL: Decoupling Reasoning Chains via Parallel Sub-Step Generation and Cascaded Reinforcement for Interpretable and Scalable RLHF
AAAI 2026
Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing
ACL 2026
Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning
ACL 2026
Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering
AAAI 2026
Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models
ACL 2026
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance
EMNLP 2025
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling
EMNLP 2025
Fooling the Textual Fooler via Randomizing Latent Representations
ACL 2024
One2Set + Large Language Model: Best Partners for Keyphrase Generation
EMNLP 2024
Actively Supervised Clustering for Open Relation Extraction
ACL 2023
Connectivity Patterns are Task Embeddings
ACL 2023
NormNet: Normalize Noun Phrases for More Robust NLP
ACL 2023
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction
ACL 2023
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
EMNLP 2022
OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework
ACL 2022
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
ACL 2021
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
AAAI 2021
Simplify the Usage of Lexicon in Chinese NER
ACL 2020
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons
EMNLP 2020
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis
COLING 2020
A Lexicon-Based Graph Neural Network for Chinese NER
EMNLP 2019
Cooperative Multimodal Approach to Depression Detection in Twitter
AAAI 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
ACL 2019
Learning Task-Specific Representation for Novel Words in Sequence Labeling
IJCAI 2019
Long Short-Term Memory with Dynamic Skip Connections
AAAI 2019
Trainable Undersampling for Class-Imbalance Learning
AAAI 2019
Cross-Domain Sentiment Classification with Target Domain Specific Information
ACL 2018
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging
EMNLP 2018
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks
EMNLP 2017