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Fei Mi
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2020 – today
- 2024
- [c40]Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang:
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models. ACL (1) 2024: 4667-4688 - [c39]Zhexin Zhang, Junxiao Yang, Pei Ke, Fei Mi, Hongning Wang, Minlie Huang:
Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization. ACL (1) 2024: 8865-8887 - [c38]Hongru Wang, Boyang Xue, Baohang Zhou, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Kam-Fai Wong:
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval. LREC/COLING 2024: 17074-17086 - [c37]Kai Chen, Chunwei Wang, Kuo Yang, Jianhua Han, Lanqing Hong, Fei Mi, Hang Xu, Zhengying Liu, Wenyong Huang, Zhenguo Li, Dit-Yan Yeung, Lifeng Shang:
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis. ICLR 2024 - [i44]Hongru Wang, Wenyu Huang, Yang Deng, Rui Wang, Zezhong Wang, Yufei Wang, Fei Mi, Jeff Z. Pan, Kam-Fai Wong:
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems. CoRR abs/2401.13256 (2024) - [i43]Jianqiao Lu, Wanjun Zhong, Yufei Wang, Zhijiang Guo, Qi Zhu, Wenyong Huang, Yanlin Wang, Fei Mi, Baojun Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu:
YODA: Teacher-Student Progressive Learning for Language Models. CoRR abs/2401.15670 (2024) - [i42]Hongru Wang, Boyang Xue, Baohang Zhou, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Kam-Fai Wong:
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval. CoRR abs/2402.16261 (2024) - [i41]Rui Wang, Fei Mi, Yi Chen, Boyang Xue, Hongru Wang, Qi Zhu, Kam-Fai Wong, Ruifeng Xu:
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models. CoRR abs/2403.02756 (2024) - [i40]Zhili Liu, Yunhao Gou, Kai Chen, Lanqing Hong, Jiahui Gao, Fei Mi, Yu Zhang, Zhenguo Li, Xin Jiang, Qun Liu, James T. Kwok:
Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment. CoRR abs/2405.00557 (2024) - [i39]Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun, Shaoxiong Feng, Kan Li:
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation. CoRR abs/2406.07850 (2024) - [i38]Erxin Yu, Jing Li, Ming Liao, Siqi Wang, Zuchen Gao, Fei Mi, Lanqing Hong:
CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference. CoRR abs/2406.17626 (2024) - 2023
- [c36]Bin Sun, Yitong Li, Fei Mi, Weichao Wang, Yiwei Li, Kan Li:
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables. AAAI 2023: 13600-13608 - [c35]Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation. AAAI 2023: 14065-14073 - [c34]Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang:
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. ACL (1) 2023: 1-21 - [c33]Bin Sun, Yitong Li, Fei Mi, Fanhu Bie, Yiwei Li, Kan Li:
Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue. ACL (2) 2023: 1741-1750 - [c32]Hao Sun, Zhexin Zhang, Fei Mi, Yasheng Wang, Wei Liu, Jianwei Cui, Bin Wang, Qun Liu, Minlie Huang:
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions. ACL (1) 2023: 2213-2230 - [c31]Rui Wang, Jianzhu Bao
, Fei Mi, Yi Chen, Hongru Wang, Yasheng Wang, Yitong Li, Lifeng Shang, Kam-Fai Wong, Ruifeng Xu:
Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models. ACL (1) 2023: 6608-6619 - [c30]Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. ACL (1) 2023: 9676-9691 - [c29]Jianzhu Bao
, Rui Wang, Yasheng Wang, Aixin Sun, Yitong Li, Fei Mi, Ruifeng Xu:
A Synthetic Data Generation Framework for Grounded Dialogues. ACL (1) 2023: 10866-10882 - [c28]Haoqin Tu, Yitong Li, Fei Mi, Zhongliang Yang:
ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue. EMNLP 2023: 7720-7735 - [c27]Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong:
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. EMNLP (Findings) 2023: 7829-7844 - [c26]Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong:
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues. EMNLP (Findings) 2023: 9556-9569 - [c25]Hongru Wang, Rui Wang, Fei Mi, Yang Deng, Zezhong Wang, Bin Liang, Ruifeng Xu, Kam-Fai Wong:
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs. EMNLP (Findings) 2023: 12047-12064 - [c24]Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Jin Liu, Xin Jiang, Qun Liu:
History, Present and Future: Enhancing Dialogue Generation with Few-Shot History-Future Prompt. ICASSP 2023: 1-5 - [i37]Hongru Wang, Rui Wang, Fei Mi, Zezhong Wang, Ruifeng Xu, Kam-Fai Wong:
Chain-of-thought prompting for responding to in-depth dialogue questions with LLM. CoRR abs/2305.11792 (2023) - [i36]Haoqin Tu, Yitong Li, Fei Mi, Zhongliang Yang:
ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue. CoRR abs/2305.13602 (2023) - [i35]Rui Wang, Hongru Wang, Fei Mi, Yi Chen, Ruifeng Xu, Kam-Fai Wong:
Self-Critique Prompting with Large Language Models for Inductive Instructions. CoRR abs/2305.13733 (2023) - [i34]Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. CoRR abs/2307.06869 (2023) - [i33]Yufei Wang, Wanjun Zhong, Liangyou Li, Fei Mi, Xingshan Zeng, Wenyong Huang, Lifeng Shang, Xin Jiang, Qun Liu:
Aligning Large Language Models with Human: A Survey. CoRR abs/2307.12966 (2023) - [i32]Hongru Wang, Huimin Wang, Lingzhi Wang, Minda Hu, Rui Wang, Boyang Xue, Hongyuan Lu, Fei Mi, Kam-Fai Wong:
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration. CoRR abs/2309.16090 (2023) - [i31]Jianqiao Lu, Wanjun Zhong, Wenyong Huang, Yufei Wang, Fei Mi, Baojun Wang, Weichao Wang, Lifeng Shang, Qun Liu:
SELF: Language-Driven Self-Evolution for Large Language Model. CoRR abs/2310.00533 (2023) - [i30]Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong:
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. CoRR abs/2310.08372 (2023) - [i29]Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong:
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue. CoRR abs/2310.08840 (2023) - [i28]Kai Chen, Chunwei Wang, Kuo Yang, Jianhua Han, Lanqing Hong, Fei Mi, Hang Xu, Zhengying Liu, Wenyong Huang, Zhenguo Li, Dit-Yan Yeung, Lifeng Shang, Xin Jiang, Qun Liu:
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis. CoRR abs/2310.10477 (2023) - [i27]Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang:
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models. CoRR abs/2310.20410 (2023) - [i26]Zige Wang, Wanjun Zhong, Yufei Wang, Qi Zhu, Fei Mi, Baojun Wang, Lifeng Shang, Xin Jiang, Qun Liu:
Data Management For Large Language Models: A Survey. CoRR abs/2312.01700 (2023) - 2022
- [c23]Fei Mi, Yasheng Wang, Yitong Li:
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems. AAAI 2022: 11076-11084 - [c22]Xin Wang
, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu
, Xin Jiang, Qun Liu:
Compilable Neural Code Generation with Compiler Feedback. ACL (Findings) 2022: 9-19 - [c21]Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang:
Continual Prompt Tuning for Dialog State Tracking. ACL (1) 2022: 1124-1137 - [c20]Xinyan Zhao, Bin He, Yasheng Wang, Yitong Li, Fei Mi, Yajiao Liu, Xin Jiang, Qun Liu, Huanhuan Chen:
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues. DialDoc@ACL 2022: 13-22 - [c19]Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Xin Jiang, Qun Liu:
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation. COLING 2022: 636-647 - [c18]Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng:
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. EMNLP (Findings) 2022: 3576-3591 - [c17]Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang:
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation. EMNLP (Findings) 2022: 3684-3697 - [c16]Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li:
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. EMNLP (Findings) 2022: 4140-4153 - [c15]Jianzhu Bao
, Yasheng Wang, Yitong Li, Fei Mi, Ruifeng Xu:
AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning. EMNLP 2022: 5134-5148 - [c14]Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi, Helen Meng, Minlie Huang:
COLD: A Benchmark for Chinese Offensive Language Detection. EMNLP 2022: 11580-11599 - [c13]Fengyu Cai, Wanhao Zhou, Fei Mi, Boi Faltings:
Slim: Explicit Slot-Intent Mapping with Bert for Joint Multi-Intent Detection and Slot Filling. ICASSP 2022: 7607-7611 - [c12]Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze:
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. NAACL-HLT (Findings) 2022: 675-692 - [c11]Jingyan Zhou, Fei Mi, Helen Meng, Jiawen Deng:
Overview of NLPCC 2022 Shared Task 7: Fine-Grained Dialogue Social Bias Measurement. NLPCC (2) 2022: 342-350 - [i25]Jiawen Deng, Jingyan Zhou, Hao Sun, Fei Mi, Minlie Huang:
COLD: A Benchmark for Chinese Offensive Language Detection. CoRR abs/2201.06025 (2022) - [i24]Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Qun Liu, Xin Jiang:
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation. CoRR abs/2201.11367 (2022) - [i23]Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng:
Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks. CoRR abs/2202.08011 (2022) - [i22]Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu, Xin Jiang, Qun Liu:
Compilable Neural Code Generation with Compiler Feedback. CoRR abs/2203.05132 (2022) - [i21]Qi Zhu, Bing Li, Fei Mi, Xiaoyan Zhu, Minlie Huang:
Continual Prompt Tuning for Dialog State Tracking. CoRR abs/2203.06654 (2022) - [i20]Fei Mi, Yitong Li, Yulong Zeng, Jingyan Zhou, Yasheng Wang, Chuanfei Xu, Lifeng Shang, Xin Jiang, Shiqi Zhao, Qun Liu:
PANGUBOT: Efficient Generative Dialogue Pre-training from Pre-trained Language Model. CoRR abs/2203.17090 (2022) - [i19]Jiatong Li, Bin He, Fei Mi:
Exploring Effective Information Utilization in Multi-Turn Topic-Driven Conversations. CoRR abs/2209.00250 (2022) - [i18]Bin Sun, Shaoxiong Feng, Yiwei Li, Weichao Wang, Fei Mi, Yitong Li, Kan Li:
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder. CoRR abs/2212.00231 (2022) - [i17]Bin Sun, Yitong Li, Fei Mi, Weichao Wang, Yiwei Li, Kan Li:
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables. CoRR abs/2212.01145 (2022) - [i16]Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
KPT: Keyword-guided Pre-training for Grounded Dialog Generation. CoRR abs/2212.01739 (2022) - [i15]Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang:
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation. CoRR abs/2212.01810 (2022) - [i14]Hao Sun, Zhexin Zhang, Fei Mi, Yasheng Wang, Wei Liu, Jianwei Cui, Bin Wang, Qun Liu, Minlie Huang:
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Constructing Moral Discussions. CoRR abs/2212.10720 (2022) - 2021
- [b1]Fei Mi:
Lifelong Machine Learning with Data Efficiency and Knowledge Retention. EPFL, Switzerland, 2021 - [c10]Fei Mi, Wanhao Zhou, Lingjing Kong, Fengyu Cai, Minlie Huang, Boi Faltings:
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems. EMNLP (1) 2021: 1887-1898 - [i13]Xin Wang, Yasheng Wang, Pingyi Zhou, Fei Mi, Meng Xiao, Yadao Wang, Li Li, Xiao Liu, Hao Wu, Jin Liu, Xin Jiang:
CLSEBERT: Contrastive Learning for Syntax Enhanced Code Pre-Trained Model. CoRR abs/2108.04556 (2021) - [i12]Fengyu Cai, Wanhao Zhou, Fei Mi, Boi Faltings:
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling. CoRR abs/2108.11711 (2021) - [i11]Fei Mi, Wanhao Zhou, Fengyu Cai, Lingjing Kong, Minlie Huang, Boi Faltings:
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems. CoRR abs/2108.12589 (2021) - [i10]Fei Mi, Tao Lin, Boi Faltings:
Representation Memorization for Fast Learning New Knowledge without Forgetting. CoRR abs/2108.12596 (2021) - [i9]Fei Mi, Yitong Li, Yasheng Wang, Xin Jiang, Qun Liu:
CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems. CoRR abs/2109.04645 (2021) - [i8]Xinyan Zhao, Bin He, Yasheng Wang, Yitong Li, Fei Mi, Yajiao Liu, Xin Jiang, Qun Liu, Huanhuan Chen:
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues. CoRR abs/2110.08032 (2021) - [i7]Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze:
LMTurk: Few-Shot Learners as Crowdsourcing Workers. CoRR abs/2112.07522 (2021) - 2020
- [c9]Fei Mi, Lingjing Kong, Tao Lin, Kaicheng Yu, Boi Faltings:
Generalized Class Incremental Learning. CVPR Workshops 2020: 970-974 - [c8]Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze:
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models. EMNLP (1) 2020: 2226-2241 - [c7]Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings:
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems. EMNLP (Findings) 2020: 3461-3474 - [c6]Fei Mi, Boi Faltings:
Memory Augmented Neural Model for Incremental Session-based Recommendation. IJCAI 2020: 2169-2176 - [c5]Fei Mi, Xiaoyu Lin
, Boi Faltings:
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation. RecSys 2020: 408-413 - [i6]Fei Mi, Boi Faltings:
Memory Augmented Neural Model for Incremental Session-based Recommendation. CoRR abs/2005.01573 (2020) - [i5]Fei Mi, Xiaoyu Lin, Boi Faltings:
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation. CoRR abs/2007.12000 (2020) - [i4]Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang
, Boi Faltings:
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems. CoRR abs/2010.00910 (2020)
2010 – 2019
- 2019
- [c4]Fei Mi, Minlie Huang, Jiyong Zhang
, Boi Faltings:
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems. IJCAI 2019: 3151-3157 - [i3]Fei Mi, Minlie Huang
, Jiyong Zhang, Boi Faltings:
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems. CoRR abs/1905.05644 (2019) - 2018
- [i2]Fei Mi, Boi Faltings:
Context Tree for Adaptive Session-based Recommendation. CoRR abs/1806.03733 (2018) - 2017
- [c3]Fei Mi, Boi Faltings:
Adaptive Sequential Recommendation for Discussion Forums on MOOCs using Context Trees. EDM 2017 - [i1]Chaitanya K. Joshi
, Fei Mi, Boi Faltings:
Personalization in Goal-Oriented Dialog. CoRR abs/1706.07503 (2017) - 2016
- [c2]Fei Mi, Boi Faltings:
Adaptive Sequential Recommendation Using Context Trees. IJCAI 2016: 4018-4019 - 2015
- [c1]Fei Mi, Dit-Yan Yeung:
Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs. AAAI 2015: 454-460 - 2012
- [j1]Huangshui Hu, Hongwei Zhao, Fei Mi:
L-priorities bloom filter: A new member of the bloom filter family. Int. J. Autom. Comput. 9(2): 171-176 (2012)
Coauthor Index
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