Tao Ge
48 papers · 2013–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (68) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(11)
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Dynamic Duo
(28)
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Topic Evolution
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Keyword Champion
(2)
π§
Keyword Pioneer
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Trend Setter
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Prolific
ποΈ
Keyword Collector
(196)
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(31)
Deep Learning
(25)
Natural Language Processing
(23)
Artificial Intelligence
(21)
Core AI
(20)
Generation
(16)
Application Areas
(14)
Learning Types Β· Deep Learning
(14)
Architectures
(10)
Learning Types Β· Machine Learning
(10)
Resources & Methods
(10)
Core Methods
(9)
Optimization & Theory
(8)
Applications
(6)
Models
(5)
Keywords
text generation
(8)
grammatical error correction
(7)
large language model
(7)
model compression
(6)
pre-trained language model
(4)
representation learning
(4)
knowledge distillation
(4)
machine translation
(3)
sequence-to-sequence model
(3)
inference optimization
(2)
transformer architecture
(2)
natural language processing
(2)
language model
(2)
inference efficiency
(2)
speculative decoding
(2)
neural network optimization
(2)
data augmentation
(2)
text simplification
(2)
in-context learning
(2)
self-supervised learning
(2)
Papers
ALYMPICS: LLM Agents Meet Game Theory
COLING 2025
K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning
NAACL 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
ACL 2025
Low-Bit Quantization Favors Undertrained LLMs
ACL 2025
Router-Tuning: A Simple and Effective Approach for Dynamic Depth
EMNLP 2025
In-context Autoencoder for Context Compression in a Large Language Model
ICLR 2024
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
EMNLP 2024
Low-code LLM: Graphical User Interface over Large Language Models
NAACL 2024
Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction
ACL 2024
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
ACL 2024
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
NAACL 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
ACL 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
NeurIPS 2024
Extensible Prompts for Language Models on Zero-shot Language Style Customization
NeurIPS 2023
Smart Word Suggestions for Writing Assistance
ACL 2023
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation
EMNLP 2023
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model
IJCAI 2022
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
ACL 2022
Text Revision By On-the-Fly Representation Optimization
AAAI 2022
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression
EMNLP 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
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
ACL 2021
BERT Loses Patience: Fast and Robust Inference with Early Exit
NeurIPS 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
EMNLP 2020
Fact-Aware Sentence Split and Rephrase with Permutation Invariant Training
AAAI 2020
Improving Grammatical Error Correction with Machine Translation Pairs
EMNLP 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
EMNLP 2020
Parallel Data Augmentation for Formality Style Transfer
ACL 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
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database
AACL 2020
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study
ACL 2019
BERT-based Lexical Substitution
ACL 2019
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition
EMNLP 2018
Fluency Boost Learning and Inference for Neural Grammatical Error Correction
ACL 2018
Encoding Temporal Information for Time-Aware Link Prediction
EMNLP 2016
Event Detection with Burst Information Networks
COLING 2016
News Stream Summarization using Burst Information Networks
EMNLP 2016
Towards Time-Aware Knowledge Graph Completion
COLING 2016
An Effective Neural Network Model for Graph-based Dependency Parsing
ACL 2015
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles
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