Minlong Peng
31 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (8)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🏃
Academic Marathon
(8)
🤝
Dynamic Duo
(19)
👥
Mega-Team
(34)
🔥
Unstoppable
(9)
🗃️
Keyword Collector
(141)
📈
Trend Setter
🚀
Conference Pioneer
⚡
Prolific Year
(7)
💎
Century Club
(26)
Conferences
ACL (13)
EMNLP (8)
AAAI (6)
IJCNLP (2)
COLING (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
domain adaptation
(5)
reinforcement learning
(4)
transfer learning
(4)
named entity recognition
(4)
adversarial attack
(3)
representation learning
(3)
model robustness
(3)
large language model
(3)
character embedding
(2)
sequence labeling
(2)
chinese named entity recognition
(2)
supervised fine-tuning
(2)
catastrophic forgetting
(2)
natural language processing
(2)
task interference
(2)
part-of-speech tagging
(2)
sentiment classification
(2)
semantic matching
(2)
information extraction
(2)
robustness evaluation
(2)
Papers
Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning
ACL 2026
DeCoRL: Decoupling Reasoning Chains via Parallel Sub-Step Generation and Cascaded Reinforcement for Interpretable and Scalable RLHF
AAAI 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
Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing
ACL 2026
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling
EMNLP 2025
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance
EMNLP 2025
One2Set + Large Language Model: Best Partners for Keyphrase Generation
EMNLP 2024
Fooling the Textual Fooler via Randomizing Latent Representations
ACL 2024
Actively Supervised Clustering for Open Relation Extraction
ACL 2023
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction
ACL 2023
NormNet: Normalize Noun Phrases for More Robust NLP
ACL 2023
Connectivity Patterns are Task Embeddings
ACL 2023
OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework
ACL 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
EMNLP 2022
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
ACL 2021
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
IJCNLP 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
Cooperative Multimodal Approach to Depression Detection in Twitter
AAAI 2019
Trainable Undersampling for Class-Imbalance Learning
AAAI 2019
Long Short-Term Memory with Dynamic Skip Connections
AAAI 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
ACL 2019
A Lexicon-Based Graph Neural Network for Chinese NER
EMNLP 2019
Learning Task-Specific Representation for Novel Words in Sequence Labeling
IJCAI 2019
A Lexicon-Based Graph Neural Network for Chinese NER
IJCNLP 2019
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging
EMNLP 2018
Cross-Domain Sentiment Classification with Target Domain Specific Information
ACL 2018
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks
EMNLP 2017