Large Language Models Are Not Robust Multiple Choice Selectors
Chujie Zheng，Hao Zhou，Fandong Meng，Jie Zhou，Minlie Huang
MiniLLM: Knowledge Distillation of Large Language Models
Yuxian Gu，Li Dong，Furu Wei，Minlie Huang
Language Model Decoding as Direct Metrics Optimization
Haozhe Ji，Pei Ke，Hongning Wang，Minlie Huang
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
Zhibin Gou*，Zhihong Shao*，Yeyun Gong，yelong shen，Yujiu Yang，Minlie Huang，Nan Duan，Weizhu Chen
EmoBench: Evaluating the Emotional Intelligence of Large Language Models
Sahand Sabour, Siyang Liu, Zheyuan Zhang, June M. Liu, Jinfeng Zhou, Alvionna S. Sunaryo, Juanzi Li, Tatia M.C. Lee, Rada Mihalcea, Minlie Huang
Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph
Zhuang Chen, Jiawen Deng, Jinfeng Zhou, Jincenzi Wu, Tieyun Qian, Minlie Huang
Language Models Hallucinate, but May Excel at Fact Verification
Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, Hao Peng
On Prompt-Driven Safeguarding for Large Language Models
Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng
Towards Efficient Exact Optimization of Language Model Alignment
Haozhe Ji, Cheng Lu, Yilin Niu, Pei Ke, Hongning Wang, Jun Zhu, Jie Tang, Minlie Huang
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict?
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
ToMBench: Benchmarking Theory of Mind in Large Language Models
Zhuang Chen, Jincenzi Wu, Jinfeng Zhou, Bosi Wen, Guanqun Bi, Gongyao Jiang, Yaru Cao, Mengting Hu, Yonghui Li, Zexuan Xiong, Minlie Huang
Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization
Zhexin Zhang, Junxiao Yang, Pei Ke, Fei Mi, Hongning Wang, Minlie Huang
SafetyBench: Evaluating the Safety of Large Language Models
Zhexin Zhang, Leqi Lei, Lindong Wu, Rui Sun, Yongkang Huang, Chong Long, Xiao Liu, Xuanyu Lei, Jie Tang, Minlie Huang
Learning Task Decomposition to Assist Humans in Competitive Programming
Jiaxin Wen, Ruiqi Zhong, Pei Ke, Zhihong Shao, Hongning Wang, Minlie Huang
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation
Pei Ke, Bosi Wen, Zhuoer Feng, Xiao Liu, Xuanyu Lei, Jiale Cheng, Shengyuan Wang, Aohan Zeng, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
Jiale Cheng, Xiao Liu, Kehan Zheng, Pei Ke, Hongning Wang, Yuxiao Dong, Jie Tang, Minlie Huang
COKE: A Cognitive Knowledge Graph for Machine Theory of Mind
Jincenzi Wu, Zhuang Chen, Jiawen Deng, Sahand Sabour, Helen Meng, Minlie Huang
KPT: Keyword-guided Pre-training for Grounded Dialog Generation
Qi Zhu，Fei Mi，Zheng Zhang，Yasheng Wang，Yitong Li，Xin Jiang，Qun Liu，Xiaoyan Zhu，Minlie Huang
论文链接Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework
Jian Guan，Zhenyu Yang，Rongsheng Zhang，Zhipeng Hu，Minlie Huang
Tailoring Language Generation Models under Total Variation Distance
Haozhe Ji，Pei Ke，Zhipeng Hu，Rongsheng Zhang，Minlie Huang
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training
Yuxian Gu; Jiaxin Wen; Hao Sun; Yi Song; Pei Ke; Chujie Zheng; Zheng Zhang; Jianzhu Yao; Lei Liu; Xiaoyan Zhu; Minlie Huang
Directed acyclic transformer pre-training for high-quality non-autoregressive text generation
Fei Huang，Pei Ke，Minlie Huang
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing
Yilin Niu，Fei Huang，Wei Liu，Jianwei Cui，Bin Wang，Minlie Huang
A chatbot for mental health support: exploring the impact of Emohaa on reducing mental distress in China
SahandSabour，WenZhang，XiyaoXiao，YuweiZhang，YinheZheng，JiaxinWen，JialuZhao，MinlieHuang
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
Zhihong Shao，Yeyun Gong，Yelong Shen，Minlie Huang，Nan Duan，Weizhu Chen
StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing
Xuekai Zhu，Jian Guan，Minlie Huang，Juan Liu
Pre-Training to Learn in Context
Yuxian Gu，Li Dong，Furu Wei，Minlie Huang
Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach
Jinfeng Zhou，Zhuang Chen，Bo Wang，Minlie Huang
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation
Jinfeng Zhou，Chujie Zheng，Bo Wang，Zheng Zhang，Minlie Huang
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions
Hao Sun，Zhexin Zhang，Fei Mi，Yasheng Wang，Wei Liu，Jianwei Cui，Bin Wang，Qun Liu，Minlie Huang
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering
Pei Ke，Fei Huang，Fei Mi，Yasheng Wang，Qun Liu，Xiaoyan Zhu，Minlie Huang
Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation
Zhexin Zhang，Jiaxin Wen，Minlie Huang
PAL: Persona-Augmented Emotional Support Conversation Generation
Jiale Cheng，Sahand Sabour，Hao Sun，Zhuang Chen，Minlie Huang
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation
Chujie Zheng，Sahand Sabour，Jiaxin Wen，Zheng Zhang，Minlie Huang
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning
Chujie Zheng，Pei Ke，Zheng Zhang，Minlie Huang
Self-Supervised Sentence Polishing by Adding Engaging Modifiers
Zhexin Zhang，Jian Guan，Xin Cui，Yu Ran，Bo Liu，Minlie Huang
Enhancing Offensive Language Detection with Data Augmentation and Knowledge Distillation
Jiawen Deng，Zhuang Chen，Hao Sun，Zhexin Zhang，Jincenzi Wu，Satoshi Nakagawa，Fuji Ren，Minlie Huang
Building Multi-domain Dialog State Trackers from Single-domain Dialogs
Qi Zhu，Zheng Zhang，Xiaoyan Zhu，Minlie Huang
Re3 Dial:Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training
Jiaxin Wen，Hao Zhou，Jian Guan，Jie Zhou，Minlie Huang
Unveiling the Implicit Toxicity in Large Language Models
Jiaxin Wen，Pei Ke，Hao Sun，Zhexin Zhang，Chengfei Li，Jinfeng Bai，Minlie Huang
Multi-Source Probing for Open-Domain Conversational Understanding
Yuanxi Li，Hao Zhou，Jie Zhou，Minlie Huang
Enhancing Long-form Text Generation in Mental Health with Task-adaptive Tokenization
Siyang Liu，Naihao Deng，Sahand Sabour，Yilin Jia，Minlie Huang，Rada Mihalcea
InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning
Zhexin Zhang，Jiale Cheng，Hao Sun，Jiawen Deng，Minlie Huang
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
Zhihong Shao，Yeyun Gong，yelong shen，Minlie Huang，Nan Duan，Weizhu Chen
CEM: Commonsense-aware Empathetic Response Generation
Sahand Sabour, Chujie Zheng, Minlie Huang
论文链接 代码下载Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework
Zhihong Shao，Minlie Huang
论文链接Continual Prompt Tuning for Dialog State Tracking
Qi Zhu，Bing Li，Fei Mi，Xiaoyan Zhu，Minlie Huang
论文链接CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation
Pei Ke, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Xiaoyan Zhu, Minlie Huang
代码下载Rethinking and Refining the Distinct Metric
Siyang Liu，Sahand Sabour，Yinhe Zheng，Pei Ke，Xiaoyan Zhu，Minlie Huang
论文链接On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
Hao Sun，Guangxuan Xu，Jiawen Deng，Jiale Cheng，Chujie Zheng，Hao Zhou，Nanyun Peng，Xiaoyan Zhu，Minlie Huang
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation
Jian Guan，Zhuoer Feng，Yamei Chen，Ruilin He，Xiaoxi Mao，Changjie Fan，Minlie Huang
论文链接Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation
Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载Persona-Guided Planning for Controlling the Protagonist’s Persona in Story Generation
Zhexin Zhang，Jiaxin Wen，Jian Guan，Minlie Huang
论文链接 代码下载LaMemo: Language Modeling with Look-Ahead Memory
Haozhe Ji, Rongsheng Zhang, Zhenyu Yang, Zhipeng Hu, Minlie Huang
论文链接 代码下载Directed Acyclic Transformer for Non-Autoregressive Machine Translation
Fei Huang, Hao Zhou, Yang Liu, Hang Li, Minlie Huang
论文链接 代码下载On the Learning of Non-Autoregressive Transformers
Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang
论文链接End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management
Silin Gao; Ryuichi Takanobu; Antoine Bosselut; Minlie Huang
论文链接AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text
Zhihong Shao，Zhongqin Wu，Minlie Huang
论文链接COLD: A Benchmark for Chinese Offensive Language Detection
Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang
论文链接 代码下载Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization
Yuxian Gu, Pei Ke, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载CDConv: A Benchmark for Contradiction Detection in Chinese Conversations
Chujie Zheng, Jinfeng Zhou, Yinhe Zheng, Libiao Peng, Zhen Guo, Wenquan Wu, Zhengyu Niu, Hua Wu, Minlie Huang
论文链接 代码下载Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation
Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang
Chaining Simultaneous Thoughts for Numerical Reasoning
Zhihong Shao, Fei Huang, Minlie Huang
AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning
Jiaxin Wen, Yeshuang Zhu, Jinchao Zhang, Jie Zhou, Minlie Huang
A Unified Dialogue User Simulator for Few-shot Data Augmentation
Dazhen Wan, Zheng Zhang, Qi Zhu, Lizi Liao, Minlie Huang
Automatic Comment Generation for Chinese Student Narrative Essays
Zhexin Zhang, Jian Guan, Guowei Xu, Yixiang Tian and Minlie Huang
Towards Emotional Support Dialogue Systems
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang
A Semantic-based Method for Unsupervised Commonsense Question Answering
Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, Minlie Huang
Diversifying Dialog Generation via Adaptive Label Smoothing
Yida Wang，Yinhe Zheng，Yong Jiang，Minlie Huang
论文链接A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering
Zhihong Shao，Lifeng Shang，Qun Liu，Minlie Huang
论文链接Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence
Jian Guan，Xiaoxi Mao，changjie fan，Zitao Liu，Wenbiao Ding，Minlie Huang
论文链接OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics
Jian Guan，Zhexin Zhang，Zhuoer Feng，Zitao Liu，Wenbiao Ding，Xiaoxi Mao，Changjie Fan，Minlie Huang
论文链接Robustness Testing of Language Understanding in Task-Oriented Dialog
Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Hongguang Li, Weiran Nie, Cheng Li, Wei Peng, Minlie Huang
论文链接JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
Pei Ke，Haozhe Ji，Yu Ran，Xin Cui，Liwei Wang，Linfeng Song，Xiaoyan Zhu，Minlie Huang
论文链接 代码下载NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer
Fei Huang，Zikai Chen，Chen Henry Wu，Qihan Guo，Xiaoyan Zhu，Minlie Huang
论文链接PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
Hao Sun，Zhenru Lin，Chujie Zheng，Siyang Liu，Minlie Huang
论文链接CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation
Chujie Zheng，Yong Liu，Wei Chen，Yongcai Leng，Minlie Huang
论文链接HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management
Silin Gao，Ryuichi Takanobu，Wei Peng，Qun Liu，Minlie Huang
论文链接Stylized Story Generation with Style-Guided Planning
Xiangzhe Kong，Jialiang Huang，Ziquan Tung，Jian Guan，Minlie Huang
论文链接EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning
Hao Zhou，Minlie Huang，Yong Liu，Wei Chen，Xiaoyan Zhu
DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer
Haozhe Ji，Minlie Huang
论文链接 代码下载CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation
Wenchang Ma，Ryuichi Takanobu，Minlie Huang
论文链接 代码下载Transferable Persona-Grounded Dialogues via Grounded Minimal Edits
Chen Henry Wu，Yinhe Zheng，Xiaoxi Mao，Minlie Huang
论文链接Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems
Fei Mi, Wanhao Zhou, Fengyu Cai, Lingjing Kong, Minlie Huang, Boi Faltings
论文链接When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training
Qi Zhu, Yuxian Gu, Lingxiao Luo, Bing Li, Cheng Li, Wei Peng, Minlie Huang, Xiaoyan Zhu
论文链接 代码下载Turn-Level User Satisfaction Estimation in E-commerce Customer Service
Runze Liang, Ryuichi Takanobu, Fenglin Li, Ji Zhang, Haiqing Chen, Minlie Huang
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
论文链接A Large-Scale Chinese Short-Text Conversation Dataset
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu
论文链接 代码下载Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition
Ryuichi Takanobu, Runze Liang, Minlie Huang
论文链接A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction
Yilin Niu, Fangkai Jiao, Mantong Zhou, Ting Yao, Jingfang Xu, Minlie Huang
论文链接 代码下载ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载Dialogue Distillation: Open-domain Dialogue Augmentation Using Unpaired Data
Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao, Xiaoxi Mao, Yadong Xi, Minlie Huang
论文链接Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation
Jian Guan, Minlie Huang
论文链接 代码下载SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge
Pei Ke, Haozhe Ji, Siyang Liu, Xiaoyan Zhu, Minlie Huang
论文链接 代码下载Robustness to Modification with Shared Words in Paraphrase Identification
Zhouxing Shi, Minlie Huang
论文链接Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings
论文链接Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation
Chujie Zheng, Yunbo Cao, Daxin Jiang, Minlie Huang
论文链接 代码下载Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness
Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang
论文链接A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data
Yinhe Zheng, Rongsheng Zhang, Xiaoxi Mao, Minlie Huang
论文链接Challenges in Building Intelligent Open-domain Dialog Systems
Minlie Huang, Xiaoyan Zhu, Jianfeng Gao
论文链接A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation
Jian Guan, Fei Huang, Zhihao Zhao, Minlie Huang
论文链接CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
Qi Zhu, Kaili Huang, Zheng Zhang, Xiaoyan Zhu, Minlie Huang
论文链接Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
论文链接Out-of-domain Detection for Natural Language Understanding in Dialog Systems
Yinhe Zheng, Guanyi Chen, Minlie Huang
论文链接Generating Commonsense Explanation by Extracting Bridge Concepts
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
论文链接 代码下载ConvLab: Multi-Domain End-to-End Dialog System Platform
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
论文链接ARAML: A Stable Adversarial Training Framework for Text Generation
Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu
论文链接Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog
Ryuichi Takanobu, Hanlin Zhu, Minlie Huang
论文链接Long and Diverse Text Generation with Planning-based Hierarchical Variational Model
Zhihong Shao, Minlie Huang, Jiangtao Wen, Wenfei Xu, Xiaoyan Zhu
论文链接Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems
Fei Mi, Minlie Huang, Jiyong Zhang, Boi Faltings
论文链接User Attention-guided Multimodal Dialog Systems
Chen Cui, Wenjie Wang, Xuemeng Song, Minlie Huang, Xin-Shun Xu, Liqiang Nie
论文链接Domain-Constrained Advertising Keyword Generation
Hao Zhou, Minlie Huang, Yishun Mao, Changlei Zhu, Peng Shu, Xiaoyan Zhu
论文链接Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning
Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng
论文链接Aspect-level Sentiment Analysis using AS-Capsules
Yequan Wang, Aixin Sun, Minlie Huang, Xiaoyan Zhu
论文链接Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems
Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua
论文链接Story Ending Generation with Incremental Encoding and Commonsense Knowledge
Jian Guan, Yansen Wang, Minlie Huang
论文链接 代码下载A Hierarchical Framework for Relation Extraction with Reinforcement Learning
Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang
论文链接 代码下载A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues
Zhouxing Shi, Minlie Huang
论文链接 代码下载Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning
Jun Feng, Minlie Huang, Yijie Zhang, Yang Yang, Xiaoyan Zhu
论文链接Memory-augmented Dialogue Management for Task-oriented Dialogue Systems
Zheng Zhang, Minlie Huang, Zhongzhou Zhao, Feng Ji, Haiqing Chen, Xiaoyan Zhu
论文链接Story Ending Selection by Finding Hints from Pairwise Candidate Endings
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
论文链接Commonsense Knowledge Aware Conversation Generation with Graph Attention
Hao Zhou, Tom Yang, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu
论文链接 代码下载An Interpretable Reasoning Network for Multi-Relation Question Answering
Mantong Zhou, Minlie Huang, Xiaoyan Zhu
论文链接An Operation Network for Abstractive Sentence Compression
Naitong Yu, Jie Zhang, Minlie Huang, Xiaoyan Zhu
论文链接Assigning personality/identity to a chatting machine for coherent conversation generation
Qiao Qian, Minlie Huang, Haizhou Zhao, Jingfang Xu, Xiaoyan Zhu
论文链接A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning
Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Fenglin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie
论文链接 代码下载Densely Connected CNN with Multi-scale Feature Attention for Text Classification
Shiyao Wang, Minlie Huang, Zhidong Deng
论文链接 代码下载Chat More: Deepening and Widening the Chatting Topic via A Deep Model
Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie
论文链接Generating Informative Responses with Controlled Sentence Function
Pei Ke, Jian Guan, Minlie Huang, Xiaoyan Zhu
论文链接 代码下载Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders
Yansen Wang, Chenyi Liu, Minlie Huang, Liqiang Nie
论文链接 代码下载Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning
Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu
论文链接Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu
论文链接 代码下载Reinforcement Learning for Relation Classification from Noisy Data
Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu
论文链接 代码下载Learning Structured Representation for Text Classification via Reinforcement Learning
Tianyang Zhang, Minlie Huang, Li Zhao
论文链接 代码下载Augmenting End-to-End Dialogue Systems with Commonsense Knowledge
Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang
论文链接Linguistically Regularized LSTMs for Sentiment Classification
Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu
论文链接SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu
论文链接 代码下载Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification
Minlie Huang, Qiao Qian, Xiaoyan Zhu
论文链接Context-aware natural language generation for spoken dialogue systems
Hao Zhou, Minlie Huang, Xiaoyan Zhu
论文链接Product Review Summarization by Exploiting Phrase Properties
Naitong Yu, Minlie Huang, Yuanyuan Shi, Xiaoyan Zhu
论文链接Attention-based LSTM for Aspect-level Sentiment Classification
Yequan Wang, Minlie Huang, Li Zhao, Xiaoyan Zhu
论文链接From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction
Han Xiao, Minlie Huang, Xiaoyan Zhu
论文链接 代码下载A Sentence Interaction Network for Modeling Dependence between Sentences
Biao Liu, Minlie Huang, Song Liu, Xuan Zhu, Xiaoyan Zhu
论文链接TransG : A Generative Model for Knowledge Graph Embedding
Han Xiao, Minlie Huang, Xiaoyan Zhu
论文链接 代码下载Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint
Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu
论文链接Modeling Rich Contexts for Sentiment Classification with LSTM
Minlie Huang, Yujie Cao, Chao Dong
论文链接Sentiment Extraction by Leveraging Aspect-Opinion Association Structure
Li Zhao, Minlie Huang, Jiashen Sun, Hengliang Luo, Xiankai Yang, Xiaoyan Zhu
论文链接Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation
Biao Liu, Minlie Huang, Jiashen Sun, Xuan Zhu
论文链接Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network
Qiao Qian, Bo Tian, Minlie Huang, Yang Liu, Xuan Zhu, Xiaoyan Zhu
论文链接Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency
Li Zhao, Minlie Huang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu
论文链接Ranking Sentiment Explanations for Review Summarization Using Dual Decomposition
Lei Fang, Qiao Qian, Minlie Huang, Xiaoyan Zhu
论文链接New Word Detection for Sentiment Analysis
Minlie Huang, Borui Ye, Yichen Wang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu
论文链接Estimating feature ratings through an effective review selection approach
Chong Long, Jie Zhang, Minlie Huang, Xiaoyan Zhu, Ming Li, Bin Ma
论文链接Exploring weakly supervised latent sentiment explanations for aspect-level review analysis
Lei Fang, Minlie Huang, Xiaoyan Zhu
论文链接Finding Nuggets in IP Portfolios: Core Patent Mining through Textual Temporal Analysis
Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu
论文链接Quality-biased Ranking of Short Texts in Microblogging Services
Minlie Huang, Yi Yang, Xiaoyan Zhu
论文链接Generating Breakpoint-based Timeline Overview for News Topic Retrospection
Po Hu, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi, Xiaoyan Zhu
论文链接Recommending MeSH Terms for Annotating Biomedical Articles
Minlie Huang, Aurelie Neveol, Zhiyong Lu
论文链接GeneTUKit: a software for document-level gene normalization
Minlie Huang, Jingchen Liu, Xiaoyan Zhu
论文链接Metadata-Aware Measures for Answer Summarization in Community Question Answering
Mattia Tomasoni, Minlie Huang
论文链接Sentiment Analysis with Global Topics and Local Dependency
Fangtao Li, Minlie Huang, Xiaoyan Zhu
论文链接Multi-Document Summarization by Information Distance
Chong Long, Minlie Huang, Xiaoyan Zhu, Ming Li
论文链接Answering Opinion Questions with Random Walks on Graphs
Fangtao Li, Yang Tang, Minlie Huang, Xiaoyan Zhu
论文链接A Generative Probabilistic Model for Multi-Label Classification
Hongning Wang, Minlie Huang, Xiaoyan Zhu
论文链接Combining convolution kernels defined on heterogeneous sub-structures
Minlie Huang, Xiaoyan Zhu
论文链接Discovering Patterns to Extract Protein-Protein Interactions from the Literature: Part II
Yu Hao, Xiaoyan Zhu, Minlie Huang, Ming Li
论文链接Discovering patterns to extract protein-protein interactions from full texts
Minlie Huang, Xiaoyan Zhu, Yu Hao, Donald G. Payan, Kunbin Qu, Ming Li
论文链接