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2020 – today
- 2024
[c54]Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng:
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. ACL (1) 2024: 1946-1965- [c53]Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu:
Improving LLM Generations via Fine-Grained Self-Endorsement. ACL (Findings) 2024: 8424-8436 - [c52]Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu:
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. LREC/COLING 2024: 666-676 - [c51]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu:
Inconsistent dialogue responses and how to recover from them. EACL (Findings) 2024: 220-230 - [c50]Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu:
Self-Consistency Boosts Calibration for Math Reasoning. EMNLP (Findings) 2024: 6023-6029 - [c49]Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu:
The Trickle-down Impact of Reward Inconsistency on RLHF. ICLR 2024 - [i34]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu:
Inconsistent dialogue responses and how to recover from them. CoRR abs/2401.10353 (2024) - [i33]Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng:
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. CoRR abs/2402.09267 (2024) - [i32]Ante Wang, Linfeng Song, Baolin Peng, Ye Tian, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu:
Fine-Grained Self-Endorsement Improves Factuality and Reasoning. CoRR abs/2402.15631 (2024) - [i31]Lifeng Jin, Baolin Peng, Linfeng Song, Haitao Mi, Ye Tian, Dong Yu:
Collaborative decoding of critical tokens for boosting factuality of large language models. CoRR abs/2402.17982 (2024) - [i30]Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu:
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. CoRR abs/2403.03496 (2024) - [i29]Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu:
Self-Consistency Boosts Calibration for Math Reasoning. CoRR abs/2403.09849 (2024) - [i28]Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu:
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models. CoRR abs/2404.09338 (2024) - [i27]Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Haitao Mi, Dong Yu:
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. CoRR abs/2404.12253 (2024) - [i26]Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen Meng:
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching. CoRR abs/2406.06326 (2024) - [i25]Xin Chan, Xiaoyang Wang, Dian Yu, Haitao Mi, Dong Yu:
Scaling Synthetic Data Creation with 1,000,000,000 Personas. CoRR abs/2406.20094 (2024) - [i24]Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu:
LiteSearch: Efficacious Tree Search for LLM. CoRR abs/2407.00320 (2024) - [i23]Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu:
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning. CoRR abs/2407.00617 (2024) - [i22]Dian Yu, Baolin Peng, Ye Tian, Linfeng Song, Haitao Mi, Dong Yu:
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models. CoRR abs/2408.15565 (2024) - [i21]Wenlin Yao, Haitao Mi, Dong Yu:
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows. CoRR abs/2409.17433 (2024) - [i20]Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu:
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search. CoRR abs/2410.03864 (2024) - 2023
- [j4]Ante Wang
, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu:
Search-engine-augmented dialogue response generation with cheaply supervised query production. Artif. Intell. 319: 103874 (2023) - [j3]Linfeng Song, Ante Wang, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu:
OpenFact: Factuality Enhanced Open Knowledge Extraction. Trans. Assoc. Comput. Linguistics 11: 686-702 (2023) - [j2]Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu:
Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing. Trans. Assoc. Comput. Linguistics 11: 1537-1552 (2023) - [j1]Ante Wang, Linfeng Song, Lifeng Jin, Junfeng Yao, Haitao Mi, Chen Lin, Jinsong Su, Dong Yu:
D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 4004-4013 (2023) - [c48]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu:
SafeConv: Explaining and Correcting Conversational Unsafe Behavior. ACL (1) 2023: 22-35 - [c47]Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu:
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training. ACL (Findings) 2023: 8569-8588 - [c46]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu:
Friend-training: Learning from Models of Different but Related Tasks. EACL 2023: 232-247 - [c45]Dian Yu, Xiaoyang Wang, Wanshun Chen, Nan Du, Longyue Wang, Haitao Mi, Dong Yu:
More Than Spoken Words: Nonverbal Message Extraction and Generation. EMNLP 2023: 16396-16413 - [i19]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu:
Friend-training: Learning from Models of Different but Related Tasks. CoRR abs/2301.13683 (2023) - [i18]Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu:
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production. CoRR abs/2302.09300 (2023) - [i17]Baolin Peng, Linfeng Song, Ye Tian, Lifeng Jin, Haitao Mi, Dong Yu:
Stabilizing RLHF through Advantage Model and Selective Rehearsal. CoRR abs/2309.10202 (2023) - [i16]Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu:
The Trickle-down Impact of Reward (In-)consistency on RLHF. CoRR abs/2309.16155 (2023) - 2022
- [c44]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. EMNLP 2022: 233-247 - [c43]Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo:
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. EMNLP 2022: 2809-2821 - [c42]Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu:
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. EMNLP (Findings) 2022: 5296-5306 - [c41]Sheng Xu, Xiaojun Wan, Sen Hu, Mengdi Zhou, Teng Xu, Hongbin Wang, Haitao Mi:
COSSUM: Towards Conversation-Oriented Structured Summarization for Automatic Medical Insurance Assessment. KDD 2022: 4248-4256 - [i15]Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo:
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. CoRR abs/2203.00281 (2022) - [i14]Ruijie Yan, Shuang Peng, Haitao Mi, Liang Jiang, Shihui Yang, Yuchi Zhang, Jiajun Li, Liangrui Peng, Yongliang Wang, Zujie Wen:
Towards Generalized Models for Task-oriented Dialogue Modeling on Spoken Conversations. CoRR abs/2203.04045 (2022) - [i13]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. CoRR abs/2210.12309 (2022) - [i12]Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu:
Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing. CoRR abs/2211.04476 (2022) - 2021
- [c40]Shuang Peng, Mengdi Zhou, Minghui Yang, Haitao Mi, Shaosheng Cao, Zujie Wen, Teng Xu, Hongbin Wang, Lei Liu:
A Dialogue-based Information Extraction System for Medical Insurance Assessment. ACL/IJCNLP (Findings) 2021: 654-663 - [c39]Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo:
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. ACL/IJCNLP (1) 2021: 4897-4908 - [c38]Mengdi Zhou, Shuang Peng, Minghui Yang, Nan Li, Hongbin Wang, Li Qiao, Haitao Mi, Zujie Wen, Teng Xu, Lei Liu:
IIAS: An Intelligent Insurance Assessment System through Online Real-time Conversation Analysis. IJCAI 2021: 5036-5039 - [i11]Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo:
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. CoRR abs/2107.00967 (2021) - [i10]Shuang Peng, Mengdi Zhou, Minghui Yang, Haitao Mi, Shaosheng Cao, Zujie Wen, Teng Xu, Hongbin Wang, Lei Liu:
A Dialogue-based Information Extraction System for Medical Insurance Assessment. CoRR abs/2107.05866 (2021) - [i9]Jian Du, Haitao Mi:
DP-FP: Differentially Private Forward Propagation for Large Models. CoRR abs/2112.14430 (2021)
2010 – 2019
- 2016
- [c37]Haitao Mi, Zhiguo Wang, Abe Ittycheriah:
Vocabulary Manipulation for Neural Machine Translation. ACL (2) 2016 - [c36]Zhiguo Wang, Haitao Mi, Abraham Ittycheriah:
Sentence Similarity Learning by Lexical Decomposition and Composition. COLING 2016: 1340-1349 - [c35]Zhiguo Wang, Haitao Mi, Abraham Ittycheriah:
Semi-supervised Clustering for Short Text via Deep Representation Learning. CoNLL 2016: 31-39 - [c34]Haitao Mi, Baskaran Sankaran, Zhiguo Wang, Abe Ittycheriah:
Coverage Embedding Models for Neural Machine Translation. EMNLP 2016: 955-960 - [c33]Haitao Mi, Zhiguo Wang, Abe Ittycheriah:
Supervised Attentions for Neural Machine Translation. EMNLP 2016: 2283-2288 - [c32]Rui Xu, Xiaojun Chen, Yingbing Wang, Jinqiao Shi, Haitao Mi:
Memory chunking analysis of numerical password for Chinese websites. MILCOM 2016: 788-793 - [c31]Linfeng Song, Zhiguo Wang, Haitao Mi, Daniel Gildea:
Sense Embedding Learning for Word Sense Induction. *SEM@ACL 2016 - [i8]Zhiguo Wang, Haitao Mi, Abraham Ittycheriah:
Semi-supervised Clustering for Short Text via Deep Representation Learning. CoRR abs/1602.06797 (2016) - [i7]Zhiguo Wang, Haitao Mi, Abraham Ittycheriah:
Sentence Similarity Learning by Lexical Decomposition and Composition. CoRR abs/1602.07019 (2016) - [i6]Haitao Mi, Baskaran Sankaran, Zhiguo Wang, Abe Ittycheriah:
A Coverage Embedding Model for Neural Machine Translation. CoRR abs/1605.03148 (2016) - [i5]Haitao Mi, Zhiguo Wang, Abe Ittycheriah:
Vocabulary Manipulation for Neural Machine Translation. CoRR abs/1605.03209 (2016) - [i4]Linfeng Song, Zhiguo Wang, Haitao Mi, Daniel Gildea:
Sense Embedding Learning for Word Sense Induction. CoRR abs/1606.05409 (2016) - [i3]Haitao Mi, Zhiguo Wang, Abe Ittycheriah:
Supervised Attentions for Neural Machine Translation. CoRR abs/1608.00112 (2016) - [i2]Baskaran Sankaran, Haitao Mi, Yaser Al-Onaizan, Abe Ittycheriah:
Temporal Attention Model for Neural Machine Translation. CoRR abs/1608.02927 (2016) - [i1]Zhiguo Wang, Haitao Mi, Wael Hamza, Radu Florian:
Multi-Perspective Context Matching for Machine Comprehension. CoRR abs/1612.04211 (2016) - 2015
- [c30]Zhiguo Wang, Haitao Mi, Nianwen Xue:
Feature Optimization for Constituent Parsing via Neural Networks. ACL (1) 2015: 1138-1147 - [c29]Haitao Mi, Liang Huang:
Shift-Reduce Constituency Parsing with Dynamic Programming and POS Tag Lattice. HLT-NAACL 2015: 1030-1035 - 2014
- [c28]Kai Zhao, Liang Huang, Haitao Mi, Abraham Ittycheriah:
Hierarchical MT Training using Max-Violation Perceptron. ACL (2) 2014: 785-790 - [c27]Heng Yu, Haitao Mi, Liang Huang, Qun Liu:
A Structured Language Model for Incremental Tree-to-String Translation. COLING 2014: 1133-1143 - 2013
- [c26]Martin Cmejrek, Haitao Mi, Bowen Zhou:
Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding. EMNLP 2013: 545-555 - [c25]Heng Yu, Liang Huang, Haitao Mi, Kai Zhao:
Max-Violation Perceptron and Forced Decoding for Scalable MT Training. EMNLP 2013: 1112-1123 - 2011
- [c24]Ashish Vaswani, Haitao Mi, Liang Huang, David Chiang:
Rule Markov Models for Fast Tree-to-String Translation. ACL 2011: 856-864 - [c23]Jun Xie, Haitao Mi, Qun Liu:
A novel dependency-to-string model for statistical machine translation. EMNLP 2011: 216-226 - [c22]Long Chen, Wei Huo, Haitao Mi, Zhaoqing Zhang, Xiaobing Feng, Zhiyuan Li:
Parallelizing a machine translation decoder for multicore computer. ICNC 2011: 2220-2225 - [c21]Linfeng Song, Haitao Mi, Yajuan Lü, Qun Liu:
Bagging-based System Combination for Domain Adaption. MTSummit 2011 - 2010
- [c20]Hao Xiong, Haitao Mi, Yang Liu, Qun Liu:
Forest-Based Semantic Role Labeling. AAAI 2010: 1039-1044 - [c19]Jinsong Su, Yang Liu, Yajuan Lü, Haitao Mi, Qun Liu:
Learning Lexicalized Reordering Models from Reordering Graphs. ACL (2) 2010: 12-16 - [c18]Haitao Mi, Qun Liu:
Constituency to Dependency Translation with Forests. ACL 2010: 1433-1442 - [c17]Yang Feng, Haitao Mi, Yang Liu, Qun Liu:
An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation. COLING (Posters) 2010: 285-293 - [c16]Haitao Mi, Liang Huang, Qun Liu:
Machine Translation with Lattices and Forests. COLING (Posters) 2010: 837-845 - [c15]Jinsong Su, Yang Liu, Haitao Mi, Hongmei Zhao, Yajuan Lv, Qun Liu:
Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation. COLING (Posters) 2010: 1185-1193 - [c14]Liang Huang, Haitao Mi:
Efficient Incremental Decoding for Tree-to-String Translation. EMNLP 2010: 273-283 - [c13]Hao Xiong, Jun Xie, Hui Yu, Kai Liu, Wei Luo, Haitao Mi, Yang Liu, Yajuan Lü, Qun Liu:
The ICT statistical machine translation system for IWSLT 2010. IWSLT 2010: 73-79 - [c12]Qun Liu, Yang Liu, Haitao Mi:
Statistical Translation Model Based On Source Syntax Structure. PACLIC 2010: 61-61
2000 – 2009
- 2009
- [c11]Hao Xiong, Wenwen Xu, Haitao Mi, Yang Liu, Qun Liu:
Sub-Sentence Division for Tree-Based Machine Translation. ACL/IJCNLP (2) 2009: 137-140 - [c10]Yang Liu, Haitao Mi, Yang Feng, Qun Liu:
Joint Decoding with Multiple Translation Models. ACL/IJCNLP 2009: 576-584 - [c9]Yang Feng, Yang Liu, Haitao Mi, Qun Liu, Yajuan Lü:
Lattice-based System Combination for Statistical Machine Translation. EMNLP 2009: 1105-1113 - [c8]Haitao Mi, Yang Liu, Tian Xia, Xinyan Xiao, Yang Feng, Jun Xie, Hao Xiong, Zhaopeng Tu, Daqi Zheng, Yajuan Lü, Qun Liu:
The ICT statistical machine translation systems for the IWSLT 2009. IWSLT 2009: 55-59 - [c7]Haitao Mi, Yang Liu, Tian Xia, Xinyan Xiao, Yang Feng, Jun Xie, Hao Xiong, Zhaopeng Tu, Daqi Zheng, Yanjuan Lu, Qun Liu:
The ICT statistical machine translation system for the IWSLT 2009. IWSLT (Evaluation Campaign) 2009 - 2008
- [c6]Haitao Mi, Liang Huang, Qun Liu:
Forest-Based Translation. ACL 2008: 192-199 - [c5]Wenbin Jiang, Haitao Mi, Qun Liu:
Word Lattice Reranking for Chinese Word Segmentation and Part-of-Speech Tagging. COLING 2008: 385-392 - [c4]Haitao Mi, Liang Huang:
Forest-based Translation Rule Extraction. EMNLP 2008: 206-214 - [c3]Deyi Xiong, Min Zhang, AiTi Aw, Haitao Mi, Qun Liu, Shouxun Lin:
Refinements in BTG-based Statistical Machine Translation. IJCNLP 2008: 505-512 - [c2]Yang Liu, Zhongjun He, Haitao Mi, Yun Huang, Yang Feng, Wenbin Jiang, Yajuan Lü, Qun Liu:
The ICT system description for IWSLT 2008. IWSLT 2008: 52-57 - 2007
- [c1]Zhongjun He, Haitao Mi, Yang Liu, Deyi Xiong, Weihua Luo, Yun Huang, Zhixiang Ren, Yajuan Lü, Qun Liu:
The ICT statistical machine translation systems for IWSLT 2007. IWSLT 2007: 119-124
Coauthor Index
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