Tao Ge

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