Huang, Minlie

Attention-based LSTM for Aspect-level Sentiment Classification

Wang, Y., Huang, M., zhu, X., & Zhao, L. (2016) · Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Sentiment Analysis and Opinion MiningTopic Modeling

Cited by 2,450

Pre-trained models: Past, present and future

Han, X., Zhang, Z., Ding, N., Gu, Y., Liu, X., Huo, Y., Qiu, J., Yao, Y., Zhang, A., Zhang, L., et al. (2021) · AI Open

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 994

Challenges in building intelligent open-domain dialog systems

Huang, M., Zhu, X., & Gao, J. (2020) · ACM Transactions on Information Systems

Speech and dialogue systemsAI in Service Interactions

Cited by 288

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Shao, Z., Gong, Y., Shen, Y., Huang, M., Duan, N., & Chen, W. (2023) · Findings of the Association for Computational Linguistics: EMNLP 2023

Topic ModelingInformation Retrieval and Search Behavior

Cited by 200

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Shao, Z., Gong, Y., Shen, Y., Huang, M., Duan, N., & Chen, W. (2023) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 200

ChatGPT: potential, prospects, and limitations

Zhou, J., Ke, P., Qiu, X., Huang, M., & Zhang, J. (2024) · Frontiers of Information Technology & Electronic Engineering

Topic ModelingArtificial Intelligence Applications

Cited by 153

A chatbot for mental health support: exploring the impact of Emohaa on reducing mental distress in China

Sabour, S., Zhang, W., Xiao, X., Zhang, Y., Zheng, Y., Wen, J., Zhao, J., & Huang, M. (2023) · Frontiers in Digital Health

Digital Mental Health InterventionsSocial Robot Interaction and HRI

Cited by 102

JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs

Ke, P., Ji, H., Ran, Y., Cui, X., Wang, L., Song, L., Zhu, X., & Huang, M. (2021) · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

Topic ModelingAdvanced Graph Neural Networks

Cited by 92

AgentBench: Evaluating LLMs as Agents

Liu, X., Yu, H., Zhang, H., Xu, Y., Lei, X., Lai, H., Gu, Y., Ding, H., Men, K., Yang, K., et al. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 79

On Prompt-Driven Safeguarding for Large Language Models

Zheng, C., Yin, F., Zhou, H., Meng, F., Zhou, J., Chang, K.-W., Huang, M., & Peng, N. (2024) · arXiv

Adversarial Robustness in Machine LearningHate Speech and Cyberbullying Detection

Cited by 46

Unveiling the Implicit Toxicity in Large Language Models

Wen, J., Ke, P., Sun, H., Zhang, Z., Li, C., Bai, J., & Huang, M. (2023) · arXiv

Adversarial Robustness in Machine LearningHate Speech and Cyberbullying Detection

Cited by 40

Memory-Augmented Dialogue Management for Task-Oriented Dialogue Systems

Zhang, Z., Huang, M., Zhao, Z., Ji, F., Chen, H., & Zhu, X. (2019) · ACM Transactions on Information Systems

Speech and dialogue systemsAI in Service Interactions

Cited by 37

Memory-augmented Dialogue Management for Task-oriented Dialogue Systems

Zhang, Z., Huang, M., Zhao, Z., Ji, F., Chen, H., & Zhu, X. (2018) · arXiv

Speech and dialogue systemsAI in Service Interactions

Cited by 36

Dialogue Intent Classification with Long Short-Term Memory Networks

Meng, L., & Huang, M. (2018) · Lecture Notes in Computer Science

Speech and dialogue systemsAI in Service Interactions

Cited by 32

Large Language Models Are Not Robust Multiple Choice Selectors

Zheng, C., Zhou, H., Meng, F., Zhou, J., & Huang, M. (2023) · arXiv

Topic ModelingAdversarial Robustness in Machine Learning

Cited by 29

Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach

Zhou, J., Chen, Z., Wang, B., & Huang, M. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Speech and dialogue systemsEmotion and Mood Recognition

Cited by 25

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

Gou, Z., Shao, Z., Gong, Y., Shen, Y., Yang, Y., Huang, M., Duan, N., & Chen, W. (2023) · arXiv

Topic ModelingMathematics, Computing, and Information Processing

Cited by 24

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Cheng, D., Gu, Y., Huang, S., Bi, J., Huang, M., & Wei, F. (2024) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 20

SafetyBench: Evaluating the Safety of Large Language Models

Zhang, Z., Lei, L., Wu, L., Sun, R., Huang, Y., Long, C., Liu, X., Lei, X., Tang, J., & Huang, M. (2023) · arXiv

Adversarial Robustness in Machine LearningEthics and Social Impacts of AI

Cited by 19

FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data

Xie, Y., Wang, Z., Li, Y., Ding, B., Gürel, N. M., Zhang, C., Huang, M., Lin, W., & Zhou, J. (2021) · Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Recommender Systems and TechniquesAdvanced Graph Neural Networks

Cited by 18

A Survey of Post-Training Scaling in Large Language Models

Lai, H., Liu, X., Gao, J., Cheng, J., Qi, Z., Xu, Y., Yao, S., Zhang, D., Du, J., Hou, Z., et al. (2025) · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 8

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

5 Team, Zeng, A., Lv, X., Zheng, Q., Hou, Z., Chen, B., Xie, C., Wang, C., Yin, D., Zeng, H., et al. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 6

Agent-SafetyBench: Evaluating the Safety of LLM Agents

Zhang, Z., Cui, S., Lu, Y., Zhou, J., Yang, J., Wang, H., & Huang, M. (2024) · arXiv

Adversarial Robustness in Machine LearningEthics and Social Impacts of AI

Cited by 6

Language Models Learn to Mislead Humans via RLHF

Wen, J., Zhong, R., Khan, A., Perez, E., Steinhardt, J., Huang, M., Bowman, S. R., He, H., & Feng, S. (2024) · arXiv

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 4