← Authors

Tao Ge

53 papers · 2013–2025 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (77) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🀝 Dynamic Duo (30) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (191) ⚑ Prolific Year (6) πŸ’Ž Century Club (53) πŸ”₯ Unstoppable (8)

Conferences

ACL (16) EMNLP (15) IJCNLP (5) NAACL (4) COLING (3) NIPS (3) AAAI (2) AACL (2) ICLR (2) IJCAI (1)

Top co-authors

Furu Wei (30) Baobao Chang (13) Zhifang Sui (12) Ming Zhou (11) Wangchunshu Zhou (10) Ke Xu (9) Shaoguang Mao (7) Xun Wang (7) Canwen Xu (6) Sujian Li (6)

Research topics

Education (1)

Keywords

grammatical error correction (8) large language model (7) text generation (7) model compression (6) knowledge distillation (5) k-nearest neighbor (3) representation learning (3) machine translation (3) sequence-to-sequence model (3) parallel decoding (3) inference optimization (2) natural language processing (2) transformer architecture (2) language model (2) online inference (2) inference efficiency (2) computational efficiency (2) neural network optimization (2) text simplification (2) self-supervised learning (2)

Papers

Low-Bit Quantization Favors Undertrained LLMs ACL 2025
Router-Tuning: A Simple and Effective Approach for Dynamic Depth EMNLP 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning NAACL 2025
ALYMPICS: LLM Agents Meet Game Theory COLING 2025
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration NAACL 2024
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024
Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction ACL 2024
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token NIPS 2024
In-context Autoencoder for Context Compression in a Large Language Model ICLR 2024
Low-code LLM: Graphical User Interface over Large Language Models NAACL 2024
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023
Extensible Prompts for Language Models on Zero-shot Language Style Customization NIPS 2023
Smart Word Suggestions for Writing Assistance ACL 2023
EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits AACL 2022
Text Revision By On-the-Fly Representation Optimization AAAI 2022
Plug and Play Knowledge Distillation for kNN-LM with External Logits IJCNLP 2022
Text Revision by On-the-Fly Representation Optimization ACL 2022
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model IJCAI 2022
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding ACL 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding IJCNLP 2021
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge NAACL 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting EMNLP 2021
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression EMNLP 2021
Improving Grammatical Error Correction with Machine Translation Pairs EMNLP 2020
Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training AAAI 2020
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL 2020
Parallel Data Augmentation for Formality Style Transfer ACL 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction EMNLP 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing EMNLP 2020
BERT Loses Patience: Fast and Robust Inference with Early Exit NIPS 2020
Pseudo-Bidirectional Decoding for Local Sequence Transduction EMNLP 2020
Scheduled DropHead: A Regularization Method for Transformer Models EMNLP 2020
Self-Adversarial Learning with Comparative Discrimination for Text Generation ICLR 2020
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study ACL 2019
BERT-based Lexical Substitution ACL 2019
Fluency Boost Learning and Inference for Neural Grammatical Error Correction ACL 2018
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018
Encoding Temporal Information for Time-Aware Link Prediction EMNLP 2016
News Stream Summarization using Burst Information Networks EMNLP 2016
Event Detection with Burst Information Networks COLING 2016
Towards Time-Aware Knowledge Graph Completion COLING 2016
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles IJCNLP 2015
One Tense per Scene: Predicting Tense in Chinese Conversations IJCNLP 2015
An Effective Neural Network Model for Graph-based Dependency Parsing IJCNLP 2015
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles ACL 2015
An Effective Neural Network Model for Graph-based Dependency Parsing ACL 2015
One Tense per Scene: Predicting Tense in Chinese Conversations ACL 2015
Max-Margin Tensor Neural Network for Chinese Word Segmentation ACL 2014
Event-Based Time Label Propagation for Automatic Dating of News Articles EMNLP 2013