| 2026 | ACL | Mixture of Heterogeneous Grouped Experts for Language Modeling. | Zhicheng Ma, Xiang Liu, Zhaoxiang Liu, Ning Wang, Yi Shen, Kai Wang, Shuming Shi, Shiguo Lian |
| 2025 | CVPR | Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework. | Hanrui Zhao, Niuniu Qi, Mengxin Ren, Banglong Liu, Shuming Shi, Zhengfeng Yang |
| 2025 | EMNLP | Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity. | Ping Chen, Xiang Li, Zhaoxiang Liu, Zezhou Chen, Xingpeng Zhang, Huan Hu, Zipeng Wang, Kai Wang, Shuming Shi, Shiguo Lian |
| 2025 | EMNLP | DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models. | Yi Shen, Jian Zhang, Jieyun Huang, Shuming Shi, Wenjing Zhang, Jiangze Yan, Ning Wang, Kai Wang, Zhaoxiang Liu, Shiguo Lian |
| 2025 | NAACL | Alleviating Hallucinations of Large Language Models through Induced Hallucinations. | Yue Zhang, Leyang Cui, Wei Bi, Shuming Shi |
| 2024 | ACL | Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models. | Qihang Ai, Jiafan Li, Jincheng Dai, Jianwu Zhou, Lemao Liu, Haiyun Jiang, Shuming Shi |
| 2024 | ACL | Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction. | Tingchen Fu, Deng Cai, Lemao Liu, Shuming Shi, Rui Yan |
| 2024 | ACL | Addressing Entity Translation Problem via Translation Difficulty and Context Diversity. | Tian Liang, Xing Wang, Mingming Yang, Yujiu Yang, Shuming Shi, Zhaopeng Tu |
| 2024 | ACL | TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild. | Huayang Li, Siheng Li, Deng Cai, Longyue Wang, Lemao Liu, Taro Watanabe, Yujiu Yang, Shuming Shi |
| 2024 | ACL | MAGE: Machine-generated Text Detection in the Wild. | Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Zhilin Wang, Longyue Wang, Linyi Yang, Shuming Shi, Yue Zhang |
| 2024 | ACL | Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text. | Yafu Li, Zhilin Wang, Leyang Cui, Wei Bi, Shuming Shi, Yue Zhang |
| 2024 | ACL | Benchmarking and Improving Long-Text Translation with Large Language Models. | Longyue Wang, Zefeng Du, Wenxiang Jiao, Chenyang Lyu, Jianhui Pang, Leyang Cui, Kaiqiang Song, Derek F. Wong, Shuming Shi, Zhaopeng Tu |
| 2024 | ACL | Reasons to Reject? Aligning Language Models with Judgments. | Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi |
| 2024 | COLING | A Frustratingly Simple Decoding Method for Neural Text Generation. | Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi |
| 2024 | ECAI | On the Cultural Gap in Text-to-Image Generation. | Bingshuai Liu, Longyue Wang, Chenyang Lyu, Yong Zhang, Jinsong Su, Shuming Shi, Zhaopeng Tu |
| 2024 | EMNLP | Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. | Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam |
| 2024 | EMNLP | Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability. | Tsz Ting Chung, Leyang Cui, Lemao Liu, Xinting Huang, Shuming Shi, Dit-Yan Yeung |
| 2024 | EMNLP | Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate. | Tian Liang, Zhiwei He, Wenxiang Jiao, Xing Wang, Yan Wang, Rui Wang, Yujiu Yang, Shuming Shi, Zhaopeng Tu |
| 2024 | EMNLP | Knowledge Verification to Nip Hallucination in the Bud. | Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2024 | ICASSP | SkillNet-X: A Multilingual Multitask Model with Sparsely Activated Skills. | Zhangyin Feng, Yong Dai, Fan Zhang, Duyu Tang, Xiaocheng Feng, Shuangzhi Wu, Bing Qin, Yunbo Cao, Shuming Shi |
| 2024 | ICLR | Retrieval is Accurate Generation. | Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi |
| 2024 | ICLR | The Reasonableness Behind Unreasonable Translation Capability of Large Language Model. | Tingchen Fu, Lemao Liu, Deng Cai, Guoping Huang, Shuming Shi, Rui Yan |
| 2024 | ICLR | Knowledge Fusion of Large Language Models. | Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2024 | ICLR | GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher. | Youliang Yuan, Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Pinjia He, Shuming Shi, Zhaopeng Tu |
| 2024 | NAACL | Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model. | Zhiwei He, Xing Wang, Wenxiang Jiao, Zhuosheng Zhang, Rui Wang, Shuming Shi, Zhaopeng Tu |
| 2024 | NAACL | DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping. | Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi |
| 2023 | AAAI | Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning. | Hongzhan Lin, Pengyao Yi, Jing Ma, Haiyun Jiang, Ziyang Luo, Shuming Shi, Ruifang Liu |
| 2023 | ACL | Effidit: An Assistant for Improving Writing Efficiency. | Shuming Shi, Enbo Zhao, Wei Bi, Deng Cai, Leyang Cui, Xinting Huang, Haiyun Jiang, Duyu Tang, Kaiqiang Song, Longyue Wang, Chenyan Huang, Guoping Huang, Yan Wang, Piji Li |
| 2023 | ACL | Enhancing Grammatical Error Correction Systems with Explanations. | Yuejiao Fei, Leyang Cui, Sen Yang, Wai Lam, Zhenzhong Lan, Shuming Shi |
| 2023 | ACL | Improved Visual Story Generation with Adaptive Context Modeling. | Zhangyin Feng, Yuchen Ren, Xinmiao Yu, Xiaocheng Feng, Duyu Tang, Shuming Shi, Bing Qin |
| 2023 | ACL | Rethinking Translation Memory Augmented Neural Machine Translation. | Hongkun Hao, Guoping Huang, Lemao Liu, Zhirui Zhang, Shuming Shi, Rui Wang |
| 2023 | ACL | Explicit Syntactic Guidance for Neural Text Generation. | Yafu Li, Leyang Cui, Jianhao Yan, Yongjing Yin, Wei Bi, Shuming Shi, Yue Zhang |
| 2023 | ACL | Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function. | Mingyang Song, Haiyun Jiang, Lemao Liu, Shuming Shi, Liping Jing |
| 2023 | ACL | A Survey on Zero Pronoun Translation. | Longyue Wang, Siyou Liu, Mingzhou Xu, Linfeng Song, Shuming Shi, Zhaopeng Tu |
| 2023 | ACL | Making Better Use of Training Corpus: Retrieval-based Aspect Sentiment Triplet Extraction via Label Interpolation. | Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao |
| 2023 | ACL | SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation. | Xueliang Zhao, Tingchen Fu, Lemao Liu, Lingpeng Kong, Shuming Shi, Rui Yan |
| 2023 | EMNLP | RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation. | Yue Zhang, Leyang Cui, Enbo Zhao, Wei Bi, Shuming Shi |
| 2023 | EMNLP | Rethinking Word-Level Auto-Completion in Computer-Aided Translation. | Xingyu Chen, Lemao Liu, Guoping Huang, Zhirui Zhang, Mingming Yang, Shuming Shi, Rui Wang |
| 2023 | EMNLP | IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems. | Xu Huang, Zhirui Zhang, Ruize Gao, Yichao Du, Lemao Liu, Guoping Huang, Shuming Shi, Jiajun Chen, Shujian Huang |
| 2023 | EMNLP | ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback. | Wenxiang Jiao, Jen-tse Huang, Wenxuan Wang, Zhiwei He, Tian Liang, Xing Wang, Shuming Shi, Zhaopeng Tu |
| 2023 | EMNLP | Document-Level Machine Translation with Large Language Models. | Longyue Wang, Chenyang Lyu, Tianbo Ji, Zhirui Zhang, Dian Yu, Shuming Shi, Zhaopeng Tu |
| 2023 | EMNLP | Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration. | Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2023 | EMNLP | Retrieval-Augmented Few-shot Text Classification. | Guoxin Yu, Lemao Liu, Haiyun Jiang, Shuming Shi, Xiang Ao |
| 2023 | ICASSP | Skillnet-NLG: General-Purpose Natural Language Generation with a Sparsely Activated Approach. | Junwei Liao, Duyu Tang, Fan Zhang, Shuming Shi |
| 2023 | ICASSP | A Simple Yet Effective Approach to Structured Knowledge Distillation. | Wenye Lin, Yangming Li, Lemao Liu, Shuming Shi, Hai-Tao Zheng |
| 2023 | IJCNLP | Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study. | Yi Chen, Rui Wang, Haiyun Jiang, Shuming Shi, Ruifeng Xu |
| 2022 | ACL | Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation. | Liang Ding, Longyue Wang, Shuming Shi, Dacheng Tao, Zhaopeng Tu |
| 2022 | ACL | Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing. | Yi Chen, Jiayang Cheng, Haiyun Jiang, Lemao Liu, Haisong Zhang, Shuming Shi, Ruifeng Xu |
| 2022 | ACL | A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation. | Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao |
| 2022 | ACL | Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation. | Zhiwei He, Xing Wang, Rui Wang, Shuming Shi, Zhaopeng Tu |
| 2022 | ACL | Rethinking Negative Sampling for Handling Missing Entity Annotations. | Yangming Li, Lemao Liu, Shuming Shi |
| 2022 | ACL | Exploring and Adapting Chinese GPT to Pinyin Input Method. | Minghuan Tan, Yong Dai, Duyu Tang, Zhangyin Feng, Guoping Huang, Jing Jiang, Jiwei Li, Shuming Shi |
| 2022 | ACL | Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation. | Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu |
| 2022 | ACL | Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics. | Jiannan Xiang, Huayang Li, Yahui Liu, Lemao Liu, Guoping Huang, Defu Lian, Shuming Shi |
| 2022 | ACL | BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation. | Yanling Xiao, Lemao Liu, Guoping Huang, Qu Cui, Shujian Huang, Shuming Shi, Jiajun Chen |
| 2022 | EMNLP | MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation. | Yi Chen, Haiyun Jiang, Lemao Liu, Rui Wang, Shuming Shi, Ruifeng Xu |
| 2022 | EMNLP | On the Evaluation Metrics for Paraphrase Generation. | Lingfeng Shen, Lemao Liu, Haiyun Jiang, Shuming Shi |
| 2022 | EMNLP | GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. | Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, Zhaopeng Tu |
| 2022 | EMNLP | Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. | Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2022 | NAACL | On Synthetic Data for Back Translation. | Jiahao Xu, Yubin Ruan, Wei Bi, Guoping Huang, Shuming Shi, Lihui Chen, Lemao Liu |
| 2022 | SIGIR | Recent Advances in Retrieval-Augmented Text Generation. | Deng Cai, Yan Wang, Lemao Liu, Shuming Shi |
| 2021 | ACL | Enhancing the Open-Domain Dialogue Evaluation in Latent Space. | Zhangming Chan, Lemao Liu, Juntao Li, Haisong Zhang, Dongyan Zhao, Shuming Shi, Rui Yan |
| 2021 | ACL | REAM$\sharp$: An Enhancement Approach to Reference-based Evaluation Metrics for Open-domain Dialog Generation. | Jun Gao, Wei Bi, Ruifeng Xu, Shuming Shi |
| 2021 | ACL | Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation. | Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King |
| 2021 | ACL | Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction. | Piji Li, Shuming Shi |
| 2021 | ACL | GWLAN: General Word-Level AutocompletioN for Computer-Aided Translation. | Huayang Li, Lemao Liu, Guoping Huang, Shuming Shi |
| 2021 | ACL | On the Copying Behaviors of Pre-Training for Neural Machine Translation. | Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu |
| 2021 | ACL | TexSmart: A System for Enhanced Natural Language Understanding. | Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Dick Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi |
| 2021 | ACL | Dialogue Response Selection with Hierarchical Curriculum Learning. | Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang |
| 2021 | ACL | On the Language Coverage Bias for Neural Machine Translation. | Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu |
| 2021 | EMNLP | On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation. | Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu |
| 2021 | EMNLP | An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing. | Yi Chen, Haiyun Jiang, Lemao Liu, Shuming Shi, Chuang Fan, Min Yang, Ruifeng Xu |
| 2021 | EMNLP | Frontmatter. | Heike Adel, Shuming Shi |
| 2021 | EMNLP | Segmenting Natural Language Sentences via Lexical Unit Analysis. | Yangming Li, Lemao Liu, Shuming Shi |
| 2021 | EMNLP | Fine-grained Entity Typing without Knowledge Base. | Jing Qian, Yibin Liu, Lemao Liu, Yangming Li, Haiyun Jiang, Haisong Zhang, Shuming Shi |
| 2021 | ICLR | Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition. | Yangming Li, Lemao Liu, Shuming Shi |
| 2020 | AAAI | CASE: Context-Aware Semantic Expansion. | Jialong Han, Aixin Sun, Haisong Zhang, Chenliang Li, Shuming Shi |
| 2020 | AAAI | Neuron Interaction Based Representation Composition for Neural Machine Translation. | Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu |
| 2020 | AAAI | Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks. | Yong Wang, Longyue Wang, Shuming Shi, Victor O. K. Li, Zhaopeng Tu |
| 2020 | AAAI | Balancing Quality and Human Involvement: An Effective Approach to Interactive Neural Machine Translation. | Tianxiang Zhao, Lemao Liu, Guoping Huang, Huayang Li, Yingling Liu, Guiquan Liu, Shuming Shi |
| 2020 | ACL | Evaluating Explanation Methods for Neural Machine Translation. | Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang, Shuming Shi |
| 2020 | ACL | Rigid Formats Controlled Text Generation. | Piji Li, Haisong Zhang, Xiaojiang Liu, Shuming Shi |
| 2020 | ACL | On the Inference Calibration of Neural Machine Translation. | Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu |
| 2020 | EMNLP | On the Branching Bias of Syntax Extracted from Pre-trained Language Models. | Huayang Li, Lemao Liu, Guoping Huang, Shuming Shi |
| 2020 | EMNLP | The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection. | Zibo Lin, Deng Cai, Yan Wang, Xiaojiang Liu, Haitao Zheng, Shuming Shi |
| 2020 | EMNLP | On the Sub-Layer Functionalities of Transformer Decoder. | Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu |
| 2020 | EMNLP | When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models. | Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi |
| 2019 | AAAI | Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement. | Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, Tong Zhang |
| 2019 | AAAI | Generating Multiple Diverse Responses for Short-Text Conversation. | Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Shuming Shi |
| 2019 | AAAI | Neural Machine Translation with Adequacy-Oriented Learning. | Xiang Kong, Zhaopeng Tu, Shuming Shi, Eduard H. Hovy, Tong Zhang |
| 2019 | AAAI | Graph Based Translation Memory for Neural Machine Translation. | Mengzhou Xia, Guoping Huang, Lemao Liu, Shuming Shi |
| 2019 | ACL | Fine-Grained Sentence Functions for Short-Text Conversation. | Wei Bi, Jun Gao, Xiaojiang Liu, Shuming Shi |
| 2019 | ACL | On the Word Alignment from Neural Machine Translation. | Xintong Li, Guanlin Li, Lemao Liu, Max Meng, Shuming Shi |
| 2019 | ACL | Topic-Aware Neural Keyphrase Generation for Social Media Language. | Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi |
| 2019 | ACL | Exploiting Sentential Context for Neural Machine Translation. | Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi |
| 2019 | EMNLP | Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework. | Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Shuming Shi |
| 2019 | EMNLP | A Discrete CVAE for Response Generation on Short-Text Conversation. | Jun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Guodong Zhou, Shuming Shi |
| 2019 | EMNLP | Multi-Granularity Self-Attention for Neural Machine Translation. | Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu |
| 2019 | EMNLP | Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons. | Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu |
| 2019 | EMNLP | Towards Understanding Neural Machine Translation with Word Importance. | Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi |
| 2019 | EMNLP | Semi-supervised Text Style Transfer: Cross Projection in Latent Space. | Mingyue Shang, Piji Li, Zhenxin Fu, Lidong Bing, Dongyan Zhao, Shuming Shi, Rui Yan |
| 2019 | EMNLP | One Model to Learn Both: Zero Pronoun Prediction and Translation. | Longyue Wang, Zhaopeng Tu, Xing Wang, Shuming Shi |
| 2019 | EMNLP | Self-Attention with Structural Position Representations. | Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi |
| 2019 | NAACL | Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. | Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi |
| 2019 | NAACL | Understanding and Improving Hidden Representations for Neural Machine Translation. | Guanlin Li, Lemao Liu, Xintong Li, Conghui Zhu, Tiejun Zhao, Shuming Shi |
| 2019 | NAACL | Microblog Hashtag Generation via Encoding Conversation Contexts. | Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi |
| 2018 | AAAI | Improving Sequence-to-Sequence Constituency Parsing. | Lemao Liu, Muhua Zhu, Shuming Shi |
| 2018 | AAAI | Translating Pro-Drop Languages With Reconstruction Models. | Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu |
| 2018 | ACL | Automatic Article Commenting: the Task and Dataset. | Lianhui Qin, Lemao Liu, Victoria Bi, Yan Wang, Xiaojiang Liu, Zhiting Hu, Hai Zhao, Shuming Shi |
| 2018 | ACL | hyperdoc2vec: Distributed Representations of Hypertext Documents. | Jialong Han, Yan Song, Wayne Xin Zhao, Shuming Shi, Haisong Zhang |
| 2018 | EMNLP | Exploiting Deep Representations for Neural Machine Translation. | Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang |
| 2018 | EMNLP | QuaSE: Sequence Editing under Quantifiable Guidance. | Yi Liao, Lidong Bing, Piji Li, Shuming Shi, Wai Lam, Tong Zhang |
| 2018 | EMNLP | Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training. | Juntao Li, Yan Song, Haisong Zhang, Dongmin Chen, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2018 | EMNLP | Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method. | Yahui Liu, Wei Bi, Jun Gao, Xiaojiang Liu, Jian Yao, Shuming Shi |
| 2018 | IJCAI | Complementary Learning of Word Embeddings. | Yan Song, Shuming Shi |
| 2018 | IJCAI | Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks. | Yan Song, Shuming Shi, Jing Li |
| 2018 | NAACL | Target Foresight Based Attention for Neural Machine Translation. | Xintong Li, Lemao Liu, Zhaopeng Tu, Shuming Shi, Max Meng |
| 2018 | NAACL | Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings. | Yan Song, Shuming Shi, Jing Li, Haisong Zhang |
| 2017 | EMNLP | Learning Fine-Grained Expressions to Solve Math Word Problems. | Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin |
| 2017 | EMNLP | Deep Neural Solver for Math Word Problems. | Yan Wang, Xiaojiang Liu, Shuming Shi |
| 2016 | ACL | How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation. | Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, Wei-Ying Ma |
| 2015 | EMNLP | Automatically Solving Number Word Problems by Semantic Parsing and Reasoning. | Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu, Yong Rui |
| 2014 | AAAI | Improving Context and Category Matching for Entity Search. | Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen |
| 2014 | EMNLP | Unsupervised Template Mining for Semantic Category Understanding. | Lei Shi, Shuming Shi, Chin-Yew Lin, Yi-Dong Shen, Yong Rui |
| 2012 | EMNLP | Ensemble Semantics for Large-scale Unsupervised Relation Extraction. | Bonan Min, Shuming Shi, Ralph Grishman, Chin-Yew Lin |
| 2011 | ACL | Nonlinear Evidence Fusion and Propagation for Hyponymy Relation Mining. | Fan Zhang, Shuming Shi, Jing Liu, Shuqi Sun, Chin-Yew Lin |
| 2010 | CIKM | Efficient term proximity search with term-pair indexes. | Hao Yan, Shuming Shi, Fan Zhang, Torsten Suel, Ji-Rong Wen |
| 2010 | COLING | Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches. | Shuming Shi, Huibin Zhang, Xiaojie Yuan, Ji-Rong Wen |
| 2010 | WSDM | Revisiting globally sorted indexes for efficient document retrieval. | Fan Zhang, Shuming Shi, Hao Yan, Ji-Rong Wen |
| 2009 | ACL | Employing Topic Models for Pattern-based Semantic Class Discovery. | Huibin Zhang, Mingjie Zhu, Shuming Shi, Ji-Rong Wen |
| 2009 | CIKM | Nonlinear static-rank computation. | Shuming Shi, Bin Lu, Yunxiao Ma, Ji-Rong Wen |
| 2008 | CIKM | Pattern-based semantic class discovery with multi-membership support. | Shuming Shi, Xiaokang Liu, Ji-Rong Wen |
| 2008 | CIKM | Can phrase indexing help to process non-phrase queries? | Mingjie Zhu, Shuming Shi, Nenghai Yu, Ji-Rong Wen |
| 2008 | WWW | Improving relevance judgment of web search results with image excerpts. | Zhiwei Li, Shuming Shi, Lei Zhang |
| 2007 | CIKM | Effective top-k computation in retrieving structured documents with term-proximity support. | Mingjie Zhu, Shuming Shi, Mingjing Li, Ji-Rong Wen |
| 2007 | ECIR | Improve Ranking by Using Image Information. | Qing Yu, Shuming Shi, Zhiwei Li, Ji-Rong Wen, Wei-Ying Ma |
| 2007 | WWW | Web object retrieval. | Zaiqing Nie, Yunxiao Ma, Shuming Shi, Ji-Rong Wen, Wei-Ying Ma |
| 2006 | CIKM | Pseudo-anchor text extraction for searching vertical objects. | Shuming Shi, Fei Xing, Mingjie Zhu, Zaiqing Nie, Ji-Rong Wen |
| 2006 | ECIR | Exploring URL Hit Priors for Web Search. | Ruihua Song, Guomao Xin, Shuming Shi, Ji-Rong Wen, Wei-Ying Ma |
| 2005 | SIGIR | Title extraction from bodies of HTML documents and its application to web page retrieval. | Yunhua Hu, Guomao Xin, Ruihua Song, Guoping Hu, Shuming Shi, Yunbo Cao, Hang Li |
| 2005 | SIGIR | Gravitation-based model for information retrieval. | Shuming Shi, Ji-Rong Wen, Qing Yu, Ruihua Song, Wei-Ying Ma |
| 2003 | ICPP | Distributed Page Ranking in Structured P2P Networks. | Shuming Shi, Jin Yu, Guangwen Yang, Dingxing Wang |
| 2002 | ICPR | Potential-Based Hierarchical Clustering. | Shuming Shi, Guangwen Yang, Dingxing Wang, Weimin Zheng |