Tao Ge

According to our database, Tao Ge authored at least 72 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning.

Yadong Zhang, Shaoguang Mao, Wenshan Wu, Yan Xia, Tao Ge, Man Lan, Furu Wei

CoRR, 2024

xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token.

Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao

CoRR, 2024

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models.

Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Adrian de Wynter, Yan Xia, Wenshan Wu, Ting Song, Man Lan, Furu Wei

CoRR, 2024

K-Level Reasoning with Large Language Models.

Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei

CoRR, 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, Yan Xia

Proceedings of the Natural Language Processing and Chinese Computing, 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, Furu Wei, Heng Ji

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Low-code LLM: Graphical User Interface over Large Language Models.

Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Nan Duan, Furu Wei

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

In-context Autoencoder for Context Compression in a Large Language Model.

Tao Ge, Jing Hu, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction.

Dingyao Yu, Yang An, Wei Ye, Xiongfeng Xiao, Shaoguang Mao, Tao Ge, Shikun Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.

Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui

Proceedings of the Findings of the Association for Computational Linguistics, 2024

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines.

Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

ALYMPICS: Language Agents Meet Game Theory.

Shaoguang Mao, Yuzhe Cai, Yan Xia, Wenshan Wu, Xun Wang, Fengyi Wang, Tao Ge, Furu Wei

CoRR, 2023

In-context Autoencoder for Context Compression in a Large Language Model.

Tao Ge, Jing Hu, Xun Wang, Si-Qing Chen, Furu Wei

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, Furu Wei, Heng Ji

CoRR, 2023

Low-code LLM: Visual Programming over LLMs.

Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Jonathan Tien, Nan Duan

CoRR, 2023

Inference with Reference: Lossless Acceleration of Large Language Models.

Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang, Linjun Yang, Rangan Majumder, Furu Wei

CoRR, 2023

Semiparametric Language Models Are Scalable Continual Learners.

Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang

CoRR, 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, Yan Xia

Proceedings of the Natural Language Processing and Chinese Computing, 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, Wenshan Wu, Yan Xia, Chanjin Zheng, Qiang Guan

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Extensible Prompts for Language Models on Zero-shot Language Style Customization.

Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation.

Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Smart Word Suggestions for Writing Assistance.

Chenshuo Wang, Shaoguang Mao, Tao Ge, Wenshan Wu, Xun Wang, Yan Xia, Jonathan Tien, Dongyan Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite.

Xun Wang, Tao Ge, Allen Mao, Yuki Li, Furu Wei, Si-Qing Chen

CoRR, 2022

Extensible Prompts for Language Models.

Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei

CoRR, 2022

Lossless Acceleration for Seq2seq Generation with Aggressive Decoding.

Tao Ge, Heming Xia, Xin Sun, Si-Qing Chen, Furu Wei

CoRR, 2022

Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding.

Heming Xia, Tao Ge, Furu Wei, Zhifang Sui

CoRR, 2022

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation.

Tao Ge, Furu Wei

CoRR, 2022

Plug and Play Knowledge Distillation for kNN-LM with External Logits.

Xuyang Jin, Tao Ge, Furu Wei

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model.

Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation.

Tao Ge, Si-Qing Chen, Furu Wei

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Text Revision By On-the-Fly Representation Optimization.

Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting.

Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei

CoRR, 2021

Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge.

Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting.

Wangchunshu Zhou, Tao Ge, Canwen Xu, Ke Xu, Furu Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression.

Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding.

Xin Sun, Tao Ge, Furu Wei, Houfeng Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

BERT Loses Patience: Fast and Robust Inference with Early Exit.

Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian J. McAuley, Ke Xu, Furu Wei

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database.

Canwen Xu, Tao Ge, Chenliang Li, Furu Wei

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Self-Adversarial Learning with Comparative Discrimination for Text Generation.

Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou

Proceedings of the 8th International Conference on Learning Representations, 2020

Scheduled DropHead: A Regularization Method for Transformer Models.

Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou, Ke Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Improving Grammatical Error Correction with Machine Translation Pairs.

Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Pseudo-Bidirectional Decoding for Local Sequence Transduction.

Wangchunshu Zhou, Tao Ge, Ke Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing.

Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction.

Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Parallel Data Augmentation for Formality Style Transfer.

Yi Zhang, Tao Ge, Xu Sun

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training.

Yinuo Guo, Tao Ge, Furu Wei

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting.

Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun

CoRR, 2019

Formality Style Transfer with Hybrid Textual Annotations.

Ruochen Xu, Tao Ge, Furu Wei

CoRR, 2019

BERT-based Lexical Substitution.

Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study.

Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study.

Tao Ge, Furu Wei, Ming Zhou

CoRR, 2018

SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia.

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2018

EventWiki: A Knowledge Base of Major Events.

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition.

Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Fluency Boost Learning and Inference for Neural Grammatical Error Correction.

Tao Ge, Furu Wei, Ming Zhou

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2016

Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment.

Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

CoRR, 2016

Discovering Concept-Level Event Associations from a Text Stream.

Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Encoding Temporal Information for Time-Aware Link Prediction.

Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

News Stream Summarization using Burst Information Networks.

Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Towards Time-Aware Knowledge Graph Completion.

Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li, Zhifang Sui

Proceedings of the COLING 2016, 2016

Event Detection with Burst Information Networks.

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

Proceedings of the COLING 2016, 2016

2015

Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion.

Yue Liu, Tao Ge, Kusum Mathews, Heng Ji, Deborah L. McGuinness

Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

Distinguishing Specific and Daily Topics.

Tao Ge, Wenzhe Pei, Baobao Chang, Zhifang Sui

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

An Effective Neural Network Model for Graph-based Dependency Parsing.

Wenzhe Pei, Tao Ge, Baobao Chang

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles.

Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang, Zhifang Sui

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

One Tense per Scene: Predicting Tense in Chinese Conversations.

Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

A semi-supervised method for opinion target extraction.

Tao Ge, Wenjie Li, Zhifang Sui

Proceedings of the 23rd International World Wide Web Conference, 2014

Max-Margin Tensor Neural Network for Chinese Word Segmentation.

Wenzhe Pei, Tao Ge, Baobao Chang

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

The CIPS-SIGHAN CLP 2014 Chinese Word Segmentation Bake-off.

Huiming Duan, Zhifang Sui, Tao Ge

Proceedings of The Third CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2014

2013

Event-Based Time Label Propagation for Automatic Dating of News Articles.

Tao Ge, Baobao Chang, Sujian Li, Zhifang Sui

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Learning to Extract Attribute Values from a Search Engine with Few Examples.

Xingxing Zhang, Tao Ge, Zhifang Sui

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2013

Exploiting collaborative filtering techniques for automatic assessment of student free-text responses.

Tao Ge, Zhifang Sui, Baobao Chang

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013