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ORCIDTao Ge 0001
Person information
- affiliation: Microsoft Reaserch Asia, Beijing, China
- affiliation (former): Peking University, Beijing, China
Other persons with the same name
- Tao Ge 0002 — Washington University in St. Louis, Department of Electrical & Systems Engineering, MO, USA
- Tao Ge 0003 — Shandong Technology and Business University, College of Humanities and Communication, Yantai, China
- Tao Ge 0004 — Nanjing University of Information Science and Technology, School of Electronic and Information Engineering, China
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2020 – today
- 2024
[c51]Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui:
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding. ACL (Findings) 2024: 7655-7671- [c50]Dingyao Yu, Yang An, Wei Ye, Xiongfeng Xiao, Shaoguang Mao, Tao Ge, Shikun Zhang:
Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction. ACL (Findings) 2024: 15468-15480 - [c49]Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan:
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. ACL (Findings) 2024: 15903-15918 - [c48]Tao Ge, Jing Hu, Lei Wang, Xun Wang, Si-Qing Chen, Furu Wei:
In-context Autoencoder for Context Compression in a Large Language Model. ICLR 2024 - [c47]Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Nan Duan, Furu Wei:
Low-code LLM: Graphical User Interface over Large Language Models. NAACL (Demonstrations) 2024: 12-25 - [c46]Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. NAACL-HLT 2024: 257-279 - [i39]Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui:
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding. CoRR abs/2401.07851 (2024) - [i38]Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei:
K-Level Reasoning with Large Language Models. CoRR abs/2402.01521 (2024) - [i37]Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Adrian de Wynter, Yan Xia, Wenshan Wu, Ting Song, Man Lan, Furu Wei:
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models. CoRR abs/2404.01230 (2024) - [i36]Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao:
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. CoRR abs/2405.13792 (2024) - [i35]Yadong Zhang, Shaoguang Mao, Wenshan Wu, Yan Xia, Tao Ge, Man Lan, Furu Wei:
Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning. CoRR abs/2407.06112 (2024) - [i34]Dingyao Yu, Yang An, Wei Ye, Xiongfeng Xiao, Shaoguang Mao, Tao Ge, Shikun Zhang:
Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction. CoRR abs/2407.15498 (2024) - 2023
- [c45]Chenshuo Wang, Shaoguang Mao, Tao Ge, Wenshan Wu, Xun Wang, Yan Xia, Jonathan Tien, Dongyan Zhao:
Smart Word Suggestions for Writing Assistance. ACL (Findings) 2023: 11212-11225 - [c44]Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui:
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation. EMNLP (Findings) 2023: 3909-3925 - [c43]Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei:
Extensible Prompts for Language Models on Zero-shot Language Style Customization. NeurIPS 2023 - [c42]Hongyi Wu, Xinshu Shen, Man Lan, Xiaopeng Bai, Yuanbin Wu, Aimin Zhou, Shaoguang Mao, Tao Ge, Yan Xia:
Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation. NLPCC (3) 2023: 292-301 - [c41]Yuzhe Cai, Shaoguang Mao, Chenshuo Wang, Tao Ge, Wenshan Wu, Yan Xia, Chanjin Zheng, Qiang Guan:
Enhancing Detailed Feedback to Chinese Writing Learners Using a Soft-Label Driven Approach and Tag-Aware Ranking Model. NLPCC (1) 2023: 576-587 - [i33]Guangyue Peng, Tao Ge, Si-Qing Chen, Furu Wei, Houfeng Wang:
Semiparametric Language Models Are Scalable Continual Learners. CoRR abs/2303.01421 (2023) - [i32]Nan Yang, Tao Ge, Liang Wang, Binxing Jiao, Daxin Jiang, Linjun Yang, Rangan Majumder, Furu Wei:
Inference with Reference: Lossless Acceleration of Large Language Models. CoRR abs/2304.04487 (2023) - [i31]Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu
, Wang You, Ting Song, Yan Xia, Jonathan Tien, Nan Duan:
Low-code LLM: Visual Programming over LLMs. CoRR abs/2304.08103 (2023) - [i30]Chenshuo Wang, Shaoguang Mao, Tao Ge, Wenshan Wu, Xun Wang, Yan Xia, Jonathan Tien, Dongyan Zhao:
Smart Word Suggestions for Writing Assistance. CoRR abs/2305.09975 (2023) - [i29]Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. CoRR abs/2307.05300 (2023) - [i28]Tao Ge, Jing Hu, Xun Wang, Si-Qing Chen, Furu Wei:
In-context Autoencoder for Context Compression in a Large Language Model. CoRR abs/2307.06945 (2023) - [i27]Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan:
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. CoRR abs/2309.17061 (2023) - [i26]Shaoguang Mao, Yuzhe Cai, Yan Xia, Wenshan Wu, Xun Wang, Fengyi Wang, Tao Ge, Furu Wei:
ALYMPICS: Language Agents Meet Game Theory. CoRR abs/2311.03220 (2023) - 2022
- [c40]Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu:
Text Revision By On-the-Fly Representation Optimization. AAAI 2022: 10956-10964 - [c39]Tao Ge, Si-Qing Chen, Furu Wei:
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. EMNLP 2022: 10786-10798 - [c38]Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang:
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. IJCAI 2022: 4367-4374 - [c37]Xuyang Jin, Tao Ge, Furu Wei:
Plug and Play Knowledge Distillation for kNN-LM with External Logits. AACL/IJCNLP (2) 2022: 463-469 - [i25]Xin Sun, Tao Ge, Shuming Ma, Jingjing Li, Furu Wei, Houfeng Wang:
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model. CoRR abs/2201.10707 (2022) - [i24]Tao Ge, Furu Wei:
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation. CoRR abs/2202.07959 (2022) - [i23]Heming Xia, Tao Ge, Furu Wei, Zhifang Sui:
Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding. CoRR abs/2203.16487 (2022) - [i22]Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu:
Text Revision by On-the-Fly Representation Optimization. CoRR abs/2204.07359 (2022) - [i21]Tao Ge, Heming Xia, Xin Sun, Si-Qing Chen, Furu Wei:
Lossless Acceleration for Seq2seq Generation with Aggressive Decoding. CoRR abs/2205.10350 (2022) - [i20]Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei:
Extensible Prompts for Language Models. CoRR abs/2212.00616 (2022) - [i19]Xun Wang, Tao Ge, Allen Mao, Yuki Li, Furu Wei, Si-Qing Chen:
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite. CoRR abs/2212.10190 (2022) - 2021
- [c36]Xin Sun, Tao Ge, Furu Wei, Houfeng Wang:
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. ACL/IJCNLP (1) 2021: 5937-5947 - [c35]Wangchunshu Zhou, Tao Ge, Canwen Xu, Ke Xu, Furu Wei:
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. EMNLP (1) 2021: 571-582 - [c34]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. EMNLP (1) 2021: 10653-10659 - [c33]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. NAACL-HLT 2021: 2139-2145 - [i18]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei:
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting. CoRR abs/2101.00416 (2021) - [i17]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge. CoRR abs/2104.02704 (2021) - [i16]Xin Sun, Tao Ge, Furu Wei, Houfeng Wang:
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding. CoRR abs/2106.04970 (2021) - [i15]Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei:
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression. CoRR abs/2109.03228 (2021) - 2020
- [c32]Yinuo Guo, Tao Ge, Furu Wei:
Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training. AAAI 2020: 7855-7862 - [c31]Yi Zhang, Tao Ge, Xu Sun:
Parallel Data Augmentation for Formality Style Transfer. ACL 2020: 3221-3228 - [c30]Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou:
Improving Grammatical Error Correction with Machine Translation Pairs. EMNLP (Findings) 2020: 318-328 - [c29]Wangchunshu Zhou, Tao Ge, Ke Xu:
Pseudo-Bidirectional Decoding for Local Sequence Transduction. EMNLP (Findings) 2020: 1506-1511 - [c28]Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou, Ke Xu:
Scheduled DropHead: A Regularization Method for Transformer Models. EMNLP (Findings) 2020: 1971-1980 - [c27]Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou:
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. EMNLP (1) 2020: 7162-7169 - [c26]Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou:
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. EMNLP (1) 2020: 7859-7869 - [c25]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
Self-Adversarial Learning with Comparative Discrimination for Text Generation. ICLR 2020 - [c24]Canwen Xu, Tao Ge, Chenliang Li, Furu Wei:
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database. AACL/IJCNLP 2020: 201-211 - [c23]Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian J. McAuley, Ke Xu, Furu Wei:
BERT Loses Patience: Fast and Robust Inference with Early Exit. NeurIPS 2020 - [i14]Yinuo Guo, Tao Ge, Furu Wei:
Fact-aware Sentence Split and Rephrase with Permutation Invariant Training. CoRR abs/2001.11383 (2020) - [i13]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
Self-Adversarial Learning with Comparative Discrimination for Text Generation. CoRR abs/2001.11691 (2020) - [i12]Wangchunshu Zhou, Tao Ge, Ke Xu:
Pseudo-Bidirectional Decoding for Local Sequence Transduction. CoRR abs/2001.11694 (2020) - [i11]Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou:
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing. CoRR abs/2002.02925 (2020) - [i10]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
Scheduled DropHead: A Regularization Method for Transformer Models. CoRR abs/2004.13342 (2020) - [i9]Yi Zhang, Tao Ge, Xu Sun:
Parallel Data Augmentation for Formality Style Transfer. CoRR abs/2005.07522 (2020) - [i8]Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian J. McAuley, Ke Xu, Furu Wei:
BERT Loses Patience: Fast and Robust Inference with Early Exit. CoRR abs/2006.04152 (2020) - [i7]Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou:
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction. CoRR abs/2010.03260 (2020)
2010 – 2019
- 2019
- [c22]Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou:
BERT-based Lexical Substitution. ACL (1) 2019: 3368-3373 - [c21]Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou:
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study. ACL (1) 2019: 6059-6064 - [i6]Ruochen Xu, Tao Ge, Furu Wei:
Formality Style Transfer with Hybrid Textual Annotations. CoRR abs/1903.06353 (2019) - [i5]Yi Zhang, Tao Ge, Furu Wei, Ming Zhou, Xu Sun:
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting. CoRR abs/1909.06002 (2019) - [i4]Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou:
Improving Grammatical Error Correction with Machine Translation Pairs. CoRR abs/1911.02825 (2019) - 2018
- [c20]Tao Ge, Furu Wei, Ming Zhou:
Fluency Boost Learning and Inference for Neural Grammatical Error Correction. ACL (1) 2018: 1055-1065 - [c19]Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. EMNLP 2018: 2496-2506 - [c18]Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
EventWiki: A Knowledge Base of Major Events. LREC 2018 - [c17]Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou:
SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia. NLPCC (2) 2018: 268-277 - [i3]Yue Liu, Tao Ge, Kusum S. Mathews, Heng Ji, Deborah L. McGuinness:
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. CoRR abs/1804.04225 (2018) - [i2]Tao Ge, Furu Wei, Ming Zhou:
Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study. CoRR abs/1807.01270 (2018) - 2016
- [c16]Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li, Zhifang Sui:
Towards Time-Aware Knowledge Graph Completion. COLING 2016: 1715-1724 - [c15]Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou:
Event Detection with Burst Information Networks. COLING 2016: 3276-3286 - [c14]Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui:
News Stream Summarization using Burst Information Networks. EMNLP 2016: 784-794 - [c13]Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui:
Encoding Temporal Information for Time-Aware Link Prediction. EMNLP 2016: 2350-2354 - [c12]Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui:
Discovering Concept-Level Event Associations from a Text Stream. NLPCC/ICCPOL 2016: 413-424 - [i1]Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou:
Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment. CoRR abs/1609.08237 (2016) - 2015
- [c11]Wenzhe Pei, Tao Ge, Baobao Chang:
An Effective Neural Network Model for Graph-based Dependency Parsing. ACL (1) 2015: 313-322 - [c10]Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang, Zhifang Sui:
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles. ACL (1) 2015: 575-585 - [c9]Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui:
One Tense per Scene: Predicting Tense in Chinese Conversations. ACL (2) 2015: 668-673 - [c8]Tao Ge, Wenzhe Pei, Baobao Chang, Zhifang Sui:
Distinguishing Specific and Daily Topics. APWeb 2015: 80-91 - [c7]Yue Liu, Tao Ge, Kusum Mathews, Heng Ji, Deborah L. McGuinness:
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. BioNLP@IJCNLP 2015: 92-97 - 2014
- [c6]Wenzhe Pei, Tao Ge, Baobao Chang:
Max-Margin Tensor Neural Network for Chinese Word Segmentation. ACL (1) 2014: 293-303 - [c5]Huiming Duan, Zhifang Sui, Tao Ge:
The CIPS-SIGHAN CLP 2014 Chinese Word Segmentation Bake-off. CIPS-SIGHAN 2014: 90-95 - [c4]Tao Ge, Wenjie Li, Zhifang Sui:
A semi-supervised method for opinion target extraction. WWW (Companion Volume) 2014: 275-276 - 2013
- [c3]Tao Ge, Zhifang Sui, Baobao Chang:
Exploiting collaborative filtering techniques for automatic assessment of student free-text responses. CIKM 2013: 1493-1496 - [c2]Xingxing Zhang, Tao Ge, Zhifang Sui:
Learning to Extract Attribute Values from a Search Engine with Few Examples. CCL 2013: 154-165 - [c1]Tao Ge, Baobao Chang, Sujian Li, Zhifang Sui:
Event-Based Time Label Propagation for Automatic Dating of News Articles. EMNLP 2013: 1-11
Coauthor Index
Siqing Chen
aka: Si-Qing Chen
aka: Si-Qing Chen
[c49] [c48] [c47] [c46] [i38] [i37] [i36] [i35] [c44] [c43] [i33] [i32] [i29] [i28] [i27] [i26] [c39] [c38] [c37] [i25] [i24] [i23] [i21] [i20] [i19] [c36] [c35] [c34] [c33] [i18] [i17] [i16] [i15] [c32] [c30] [c28] [c27] [c26] [c25] [c24] [c23] [i14] [i13] [i11] [i10] [i8] [i7] [c22] [c21] [i6] [i5] [i4] [c20] [c19] [c18] [c17] [i2]
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last updated on 2024-10-07 22:14 CEST by the dblp team
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