Exploiting collaborative filtering techniques for automatic assessment of student free-text responses. - Tao Ge 001; Zhifang Sui; Baobao Chang (CIKM, 2013)

Learning to Extract Attribute Values from a Search Engine with Few Examples. - Xingxing Zhang 002; Tao Ge 001; Zhifang Sui (CCL, 2013)

Event-Based Time Label Propagation for Automatic Dating of News Articles. - Tao Ge 001; Baobao Chang; Sujian Li; Zhifang Sui (EMNLP, 2013)

The CIPS-SIGHAN CLP 2014 Chinese Word Segmentation Bake-off. - Huiming Duan; Zhifang Sui; Tao Ge 001 (CIPS-SIGHAN, 2014)

Max-Margin Tensor Neural Network for Chinese Word Segmentation. - Wenzhe Pei; Tao Ge 001; Baobao Chang (ACL (1), 2014)

A semi-supervised method for opinion target extraction. - Tao Ge 001; Wenjie Li 002; Zhifang Sui (WWW (Companion Volume), 2014)

One Tense per Scene: Predicting Tense in Chinese Conversations. - Tao Ge 001; Heng Ji 001; Baobao Chang; Zhifang Sui (ACL (2), 2015)

Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles. - Tao Ge 001; Wenzhe Pei; Heng Ji 001; Sujian Li; Baobao Chang; Zhifang Sui (ACL (1), 2015)

An Effective Neural Network Model for Graph-based Dependency Parsing. - Wenzhe Pei; Tao Ge 001; Baobao Chang (ACL (1), 2015)

Distinguishing Specific and Daily Topics. - Tao Ge 001; Wenzhe Pei; Baobao Chang; Zhifang Sui (APWeb, 2015)

Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. - Yue Liu; Tao Ge 001; Kusum Mathews; Heng Ji 001; Deborah L. McGuinness (BioNLP@IJCNLP, 2015)

Event Detection with Burst Information Networks. - Tao Ge 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Ming Zhou 001 (COLING, 2016)

Towards Time-Aware Knowledge Graph Completion. - Tingsong Jiang; Tianyu Liu 001; Tao Ge 001; Lei Sha; Baobao Chang; Sujian Li; Zhifang Sui (COLING, 2016)

News Stream Summarization using Burst Information Networks. - Tao Ge 001; Lei Cui 001; Baobao Chang; Sujian Li; Ming Zhou 001; Zhifang Sui (EMNLP, 2016)

Encoding Temporal Information for Time-Aware Link Prediction. - Tingsong Jiang; Tianyu Liu 001; Tao Ge 001; Lei Sha; Sujian Li; Baobao Chang; Zhifang Sui (EMNLP, 2016)

Discovering Concept-Level Event Associations from a Text Stream. - Tao Ge 001; Lei Cui 001; Heng Ji 001; Baobao Chang; Zhifang Sui (NLPCC/ICCPOL, 2016)

Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment. - Tao Ge 001; Qing Dou; Xiaoman Pan; Heng Ji 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Ming Zhou 001 (CoRR, 2016)

Fluency Boost Learning and Inference for Neural Grammatical Error Correction. - Tao Ge 001; Furu Wei; Ming Zhou 001 (ACL (1), 2018)

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. - Tao Ge 001; Qing Dou; Heng Ji 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Furu Wei; Ming Zhou 001 (EMNLP, 2018)

EventWiki: A Knowledge Base of Major Events. - Tao Ge 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Furu Wei; Ming Zhou 001 (LREC, 2018)

SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia. - Tao Ge 001; Lei Cui 001; Baobao Chang; Zhifang Sui; Furu Wei; Ming Zhou 001 (NLPCC (2), 2018)

Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study. - Tao Ge 001; Furu Wei; Ming Zhou 001 (CoRR, 2018)

Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study. - Tao Ge 001; Xingxing Zhang 002; Furu Wei; Ming Zhou 001 (ACL (1), 2019)

BERT-based Lexical Substitution. - Wangchunshu Zhou; Tao Ge 001; Ke Xu 001; Furu Wei; Ming Zhou 001 (ACL (1), 2019)

Formality Style Transfer with Hybrid Textual Annotations. - Ruochen Xu; Tao Ge 001; Furu Wei (CoRR, 2019)

Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. - Yi Zhang 050; Tao Ge 001; Furu Wei; Ming Zhou 001; Xu Sun 001 (CoRR, 2019)

Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training. - Yinuo Guo; Tao Ge 001; Furu Wei (AAAI, 2020)

Parallel Data Augmentation for Formality Style Transfer. - Yi Zhang 050; Tao Ge 001; Xu Sun 001 (ACL, 2020)

Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. - Mengyun Chen; Tao Ge 001; Xingxing Zhang 002; Furu Wei; Ming Zhou 001 (EMNLP (1), 2020)

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. - Canwen Xu; Wangchunshu Zhou; Tao Ge 001; Furu Wei; Ming Zhou 001 (EMNLP (1), 2020)

Pseudo-Bidirectional Decoding for Local Sequence Transduction. - Wangchunshu Zhou; Tao Ge 001; Ke Xu 001 (EMNLP (Findings), 2020)

Improving Grammatical Error Correction with Machine Translation Pairs. - Wangchunshu Zhou; Tao Ge 001; Chang Mu; Ke Xu 001; Furu Wei; Ming Zhou 001 (EMNLP (Findings), 2020)

Scheduled DropHead: A Regularization Method for Transformer Models. - Wangchunshu Zhou; Tao Ge 001; Furu Wei; Ming Zhou 001; Ke Xu 001 (EMNLP (Findings), 2020)

Self-Adversarial Learning with Comparative Discrimination for Text Generation. - Wangchunshu Zhou; Tao Ge 001; Ke Xu 001; Furu Wei; Ming Zhou 001 (ICLR, 2020)

UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database. - Canwen Xu; Tao Ge 001; Chenliang Li; Furu Wei (AACL/IJCNLP, 2020)

BERT Loses Patience: Fast and Robust Inference with Early Exit. - Wangchunshu Zhou; Canwen Xu; Tao Ge 001; Julian J. McAuley; Ke Xu 001; Furu Wei (NeurIPS, 2020)

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. - Xin Sun 013; Tao Ge 001; Furu Wei; Houfeng Wang (ACL/IJCNLP (1), 2021)

Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. - Canwen Xu; Wangchunshu Zhou; Tao Ge 001; Ke Xu 001; Julian J. McAuley; Furu Wei (EMNLP (1), 2021)

Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. - Wangchunshu Zhou; Tao Ge 001; Canwen Xu; Ke Xu 001; Furu Wei (EMNLP (1), 2021)

Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. - Canwen Xu; Wangchunshu Zhou; Tao Ge 001; Ke Xu 001; Julian J. McAuley; Furu Wei (NAACL-HLT, 2021)

Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. - Wangchunshu Zhou; Tao Ge 001; Ke Xu 001; Furu Wei (CoRR, 2021)

Text Revision By On-the-Fly Representation Optimization. - Jingjing Li 007; Zichao Li 003; Tao Ge 001; Irwin King; Michael R. Lyu (AAAI, 2022)

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. - Tao Ge 001; Si-Qing Chen; Furu Wei (EMNLP, 2022)

A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. - Xin Sun 013; Tao Ge 001; Shuming Ma; Jingjing Li 007; Furu Wei; Houfeng Wang (IJCAI, 2022)

Plug and Play Knowledge Distillation for kNN-LM with External Logits. - Xuyang Jin; Tao Ge 001; Furu Wei (AACL/IJCNLP (2), 2022)

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. - Tao Ge 001; Furu Wei (CoRR, 2022)

Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding. - Heming Xia; Tao Ge 001; Furu Wei; Zhifang Sui (CoRR, 2022)

Lossless Acceleration for Seq2seq Generation with Aggressive Decoding. - Tao Ge 001; Heming Xia; Xin Sun 013; Si-Qing Chen; Furu Wei (CoRR, 2022)

Extensible Prompts for Language Models. - Tao Ge 001; Jing Hu 001; Li Dong 004; Shaoguang Mao; Yan Xia 005; Xun Wang 012; Si-Qing Chen; Furu Wei (CoRR, 2022)

Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite. - Xun Wang 012; Tao Ge 001; Allen Mao; Yuki Li; Furu Wei; Si-Qing Chen (CoRR, 2022)

Smart Word Suggestions for Writing Assistance. - Chenshuo Wang; Shaoguang Mao; Tao Ge 001; Wenshan Wu; Xun Wang 012; Yan Xia 005; Jonathan Tien; Dongyan Zhao 001 (ACL (Findings), 2023)

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation. - Heming Xia; Tao Ge 001; Peiyi Wang; Si-Qing Chen; Furu Wei; Zhifang Sui (EMNLP (Findings), 2023)

Extensible Prompts for Language Models on Zero-shot Language Style Customization. - Tao Ge 001; Jing Hu 001; Li Dong 004; Shaoguang Mao; Yan Xia 005; Xun Wang 012; Si-Qing Chen; Furu Wei (NeurIPS, 2023)

Enhancing Detailed Feedback to Chinese Writing Learners Using a Soft-Label Driven Approach and Tag-Aware Ranking Model. - Yuzhe Cai; Shaoguang Mao; Chenshuo Wang; Tao Ge 001; Wenshan Wu; Yan Xia 005; Chanjin Zheng; Qiang Guan (NLPCC (1), 2023)

Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation. - Hongyi Wu; Xinshu Shen; Man Lan; Xiaopeng Bai; Yuanbin Wu; Aimin Zhou; Shaoguang Mao; Tao Ge 001; Yan Xia 005 (NLPCC (3), 2023)

Semiparametric Language Models Are Scalable Continual Learners. - Guangyue Peng; Tao Ge 001; Si-Qing Chen; Furu Wei; Houfeng Wang (CoRR, 2023)

Inference with Reference: Lossless Acceleration of Large Language Models. - Nan Yang 002; Tao Ge 001; Liang Wang 046; Binxing Jiao; Daxin Jiang; Linjun Yang; Rangan Majumder; Furu Wei (CoRR, 2023)

Low-code LLM: Visual Programming over LLMs. - Yuzhe Cai; Shaoguang Mao; Wenshan Wu; Zehua Wang; Yaobo Liang; Tao Ge 001; Chenfei Wu; Wang You; Ting Song; Yan Xia 005; Jonathan Tien; Nan Duan (CoRR, 2023)

Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. - Zhenhailong Wang; Shaoguang Mao; Wenshan Wu; Tao Ge 001; Furu Wei; Heng Ji 001 (CoRR, 2023)

In-context Autoencoder for Context Compression in a Large Language Model. - Tao Ge 001; Jing Hu 001; Xun Wang 012; Si-Qing Chen; Furu Wei (CoRR, 2023)

ALYMPICS: Language Agents Meet Game Theory. - Shaoguang Mao; Yuzhe Cai; Yan Xia 005; Wenshan Wu; Xun Wang 012; Fengyi Wang; Tao Ge 001; Furu Wei (CoRR, 2023)

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. - Xin Cheng 002; Xun Wang 012; Tao Ge 001; Si-Qing Chen; Furu Wei; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2024)

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding. - Heming Xia; Zhe Yang 013; Qingxiu Dong; Peiyi Wang; Yongqi Li 001; Tao Ge 001; Tianyu Liu 001; Wenjie Li 002; Zhifang Sui (ACL (Findings), 2024)

Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction. - Dingyao Yu; Yang An; Wei Ye 004; Xiongfeng Xiao; Shaoguang Mao; Tao Ge 001; Shikun Zhang (ACL (Findings), 2024)

In-context Autoencoder for Context Compression in a Large Language Model. - Tao Ge 001; Jing Hu 001; Lei Wang; Xun Wang 012; Si-Qing Chen; Furu Wei (ICLR, 2024)

Low-code LLM: Graphical User Interface over Large Language Models. - Yuzhe Cai; Shaoguang Mao; Wenshan Wu; Zehua Wang; Yaobo Liang; Tao Ge 001; Chenfei Wu; Wang You; Ting Song; Yan Xia 005; Nan Duan; Furu Wei (NAACL (Demonstrations), 2024)

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. - Zhenhailong Wang; Shaoguang Mao; Wenshan Wu; Tao Ge 001; Furu Wei; Heng Ji 001 (NAACL-HLT, 2024)

xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. - Xin Cheng 002; Xun Wang 012; Xingxing Zhang 002; Tao Ge 001; Si-Qing Chen; Furu Wei; Huishuai Zhang; Dongyan Zhao 001 (NeurIPS, 2024)

Overview of the NLPCC 2024 Shared Task: Chinese Essay Discourse Logic Evaluation and Integration. - Yuhao Zhou; Hongyi Wu; Xinshu Shen; Man Lan; Yuanbin Wu; Xiaopeng Bai; Shaoguang Mao; Tao Ge 001; Yan Xia 005 (NLPCC (5), 2024)

K-Level Reasoning with Large Language Models. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Yan Xia 005; Man Lan; Furu Wei (CoRR, 2024)

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Adrian de Wynter; Yan Xia 005; Wenshan Wu; Ting Song; Man Lan; Furu Wei (CoRR, 2024)

Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning. - Yadong Zhang; Shaoguang Mao; Wenshan Wu; Yan Xia 005; Tao Ge 001; Man Lan; Furu Wei (CoRR, 2024)

Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory. - Guangyue Peng; Tao Ge 001; Wen Luo 001; Wei Li 101; Houfeng Wang (ACL (1), 2025)

ALYMPICS: LLM Agents Meet Game Theory. - Shaoguang Mao; Yuzhe Cai; Yan Xia 005; Wenshan Wu; Xun Wang 012; Fengyi Wang; Qiang Guan; Tao Ge 001; Furu Wei (COLING, 2025)

K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning. - Yadong Zhang; Shaoguang Mao; Tao Ge 001; Xun Wang 012; Yan Xia 005; Man Lan; Furu Wei (NAACL (Long Papers), 2025)