Tao Ge

Affiliations:
  • Microsoft Reaserch Asia, Beijing, China
  • Peking University, Beijing, China (former)


According to our database1, Tao Ge authored at least 71 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning.
CoRR, 2024

xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token.
CoRR, 2024

LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models.
CoRR, 2024

K-Level Reasoning with Large Language Models.
CoRR, 2024

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.
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.
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.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
ALYMPICS: Language Agents Meet Game Theory.
CoRR, 2023

In-context Autoencoder for Context Compression in a Large Language Model.
CoRR, 2023

Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration.
CoRR, 2023

Low-code LLM: Visual Programming over LLMs.
CoRR, 2023

Inference with Reference: Lossless Acceleration of Large Language Models.
CoRR, 2023

Semiparametric Language Models Are Scalable Continual Learners.
CoRR, 2023

Overview of the NLPCC 2023 Shared Task: Chinese Essay Discourse Coherence Evaluation.
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.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Extensible Prompts for Language Models on Zero-shot Language Style Customization.
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.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Smart Word Suggestions for Writing Assistance.
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.
CoRR, 2022

Extensible Prompts for Language Models.
CoRR, 2022

Lossless Acceleration for Seq2seq Generation with Aggressive Decoding.
CoRR, 2022

Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding.
CoRR, 2022

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation.
CoRR, 2022

Plug and Play Knowledge Distillation for kNN-LM with External Logits.
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.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Text Revision By On-the-Fly Representation Optimization.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting.
CoRR, 2021

Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge.
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.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding.
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.
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.
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.
Proceedings of the 8th International Conference on Learning Representations, 2020

Scheduled DropHead: A Regularization Method for Transformer Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Improving Grammatical Error Correction with Machine Translation Pairs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Pseudo-Bidirectional Decoding for Local Sequence Transduction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing.
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.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Parallel Data Augmentation for Formality Style Transfer.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting.
CoRR, 2019

Formality Style Transfer with Hybrid Textual Annotations.
CoRR, 2019

BERT-based Lexical Substitution.
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.
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.
CoRR, 2018

SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

EventWiki: A Knowledge Base of Major Events.
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.
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.
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.
CoRR, 2016

Discovering Concept-Level Event Associations from a Text Stream.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Encoding Temporal Information for Time-Aware Link Prediction.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

News Stream Summarization using Burst Information Networks.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Towards Time-Aware Knowledge Graph Completion.
Proceedings of the COLING 2016, 2016

Event Detection with Burst Information Networks.
Proceedings of the COLING 2016, 2016

2015
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015

Distinguishing Specific and Daily Topics.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

An Effective Neural Network Model for Graph-based Dependency Parsing.
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.
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.
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.
Proceedings of the 23rd International World Wide Web Conference, 2014

Max-Margin Tensor Neural Network for Chinese Word Segmentation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

The CIPS-SIGHAN CLP 2014 Chinese Word Segmentation Bake-off.
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.
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.
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.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013


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