← Authors

Jingbo Zhu

117 papers · 2005–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer πŸƒ Academic Marathon (20) 🏠 Conference Loyalist (28) 🀝 Dynamic Duo (94) πŸ”¬ Deep Specialist (38) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (12) ❓ The Questioner (3) πŸ—ƒοΈ Keyword Collector (310) πŸ“ˆ Trend Setter πŸ’Ž Century Club (113) πŸ”₯ Unstoppable (9) πŸš€ Conference Pioneer

Conferences

ACL (42) EMNLP (28) COLING (14) IJCNLP (12) AAAI (11) IJCAI (5) ICML (2) CONLL (1) INTERSPEECH (1) NIPS (1)

Top co-authors

Tong Xiao (98) Bei Li (36) Chen Xu (20) Chunliang Zhang (17) Chenglong Wang (16) Yuhao Zhang (14) Chi Hu (14) Yanyang Li (14) Yongyu Mu (14) Xiaoqian Liu (13)

Keywords

neural machine translation (25) knowledge distillation (16) machine translation (14) model compression (14) speech translation (11) transformer model (5) neural network optimization (5) large language model (5) transformer architecture (5) language modeling (5) neural architecture search (4) multi-task learning (4) end-to-end model (4) automatic speech recognition (4) end-to-end speech translation (4) prompt engineering (3) cross-lingual transfer (3) sequence generation (3) named entity recognition (3) language model (3)

Papers

GRAM-RΒ²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026
WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement AAAI 2026
Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation ACL 2025
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation ACL 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method EMNLP 2025
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025
GRAM: A Generative Foundation Reward Model for Reward Generalization ICML 2025
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025
Recent Advances in End-to-End Simultaneous Speech Translation IJCAI 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 2024
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning NIPS 2024
EIT: Enhanced Interactive Transformer ACL 2024
Teaching Language Models to Self-Improve by Learning from Language Feedback ACL 2024
PartialFormer: Modeling Part Instead of Whole for Machine Translation ACL 2024
Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024
Hybrid Alignment Training for Large Language Models ACL 2024
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ACL 2024
Prompting Neural Machine Translation with Translation Memories AAAI 2023
Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models ACL 2023
Recent Advances in Direct Speech-to-text Translation IJCAI 2023
The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ACL 2023
Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data AAAI 2023
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs EMNLP 2023
Rethinking and Improving Multi-task Learning for End-to-end Speech Translation EMNLP 2023
Information Magnitude Based Dynamic Sub-sampling for Speech-to-text INTERSPEECH 2023
CTC-based Non-autoregressive Speech Translation ACL 2023
Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation ACL 2023
MobileNMT: Enabling Translation in 15MB and 30ms ACL 2023
TranSFormer: Slow-Fast Transformer for Machine Translation ACL 2023
Augmenting Large Language Model Translators via Translation Memories ACL 2023
Bridging the Granularity Gap for Acoustic Modeling ACL 2023
On Vision Features in Multimodal Machine Translation ACL 2022
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation ACL 2022
The NiuTrans’s Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task ACL 2022
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022
The NiuTrans Machine Translation Systems for WMT22 EMNLP 2022
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation EMNLP 2022
Learning Multiscale Transformer Models for Sequence Generation ICML 2022
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders ACL 2021
Learning Light-Weight Translation Models from Deep Transformer AAAI 2021
An Efficient Transformer Decoder with Compressed Sub-layers AAAI 2021
Weight Distillation: Transferring the Knowledge in Neural Network Parameters ACL 2021
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task ACL 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021
Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021
The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021
The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021
Weight Distillation: Transferring the Knowledge in Neural Network Parameters IJCNLP 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders IJCNLP 2021
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task IJCNLP 2021
The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction COLING 2020
Layer-Wise Multi-View Learning for Neural Machine Translation COLING 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation COLING 2020
Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020
Shallow-to-Deep Training for Neural Machine Translation EMNLP 2020
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation EMNLP 2020
The NiuTrans Machine Translation Systems for WMT20 EMNLP 2020
The NiuTrans System for the WMT20 Quality Estimation Shared Task EMNLP 2020
Neural Machine Translation with Joint Representation AAAI 2020
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020
Learning Architectures from an Extended Search Space for Language Modeling ACL 2020
Shared-Private Bilingual Word Embeddings for Neural Machine Translation ACL 2019
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019
The NiuTrans Machine Translation Systems for WMT19 ACL 2019
Learning Deep Transformer Models for Machine Translation ACL 2019
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition IJCNLP 2019
Sharing Attention Weights for Fast Transformer IJCAI 2019
Multi-layer Representation Fusion for Neural Machine Translation COLING 2018
The NiuTrans Machine Translation System for WMT18 EMNLP 2018
A Simple and Effective Approach to Coverage-Aware Neural Machine Translation ACL 2018
Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation EMNLP 2017
Fast Parallel Training of Neural Language Models IJCAI 2017
NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit IJCNLP 2015
NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit ACL 2015
Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations ACL 2014
Syntactic SMT Using a Discriminative Text Generation Model EMNLP 2014
Punctuation Processing for Projective Dependency Parsing ACL 2014
A Hybrid Approach to Skeleton-based Translation ACL 2014
Tagging The Web: Building A Robust Web Tagger with Neural Network ACL 2014
Effective Incorporation of Source Syntax into Hierarchical Phrase-based Translation COLING 2014
Fast and Accurate Shift-Reduce Constituent Parsing ACL 2013
Easy-First POS Tagging and Dependency Parsing with Beam Search ACL 2013
Learning Better Rule Extraction with Translation Span Alignment ACL 2012
NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation ACL 2012
Easy-First Chinese POS Tagging and Dependency Parsing COLING 2012
Exploiting Lexical Dependencies from Large-Scale Data for Better Shift-Reduce Constituency Parsing COLING 2012
Improving Decoding Generalization for Tree-to-String Translation ACL 2011
Better Automatic Treebank Conversion Using A Feature-Based Approach ACL 2011
Heterogeneous Parsing via Collaborative Decoding COLING 2010
An Empirical Study of Translation Rule Extraction with Multiple Parsers COLING 2010
Boosting-Based System Combination for Machine Translation ACL 2010
Automatic Treebank Conversion via Informed Decoding COLING 2010
Better Synchronous Binarization for Machine Translation EMNLP 2009
Active Learning with Sampling by Uncertainty and Density for Word Sense Disambiguation and Text Classification COLING 2008
Learning a Stopping Criterion for Active Learning for Word Sense Disambiguation and Text Classification IJCNLP 2008
Towards Automated Semantic Analysis on Biomedical Research Articles IJCNLP 2008
An Effective Hybrid Machine Learning Approach for Coreference Resolution IJCNLP 2008
Which Performs Better on In-Vocabulary Word Segmentation: Based on Word or Character? IJCNLP 2008
The Character-based CRF Segmenter of MSRA&NEU for the 4th Bakeoff IJCNLP 2008
Multi-Criteria-Based Strategy to Stop Active Learning for Data Annotation COLING 2008
Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem EMNLP 2007
Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem CONLL 2007
Using Multiple Discriminant Analysis Approach for Linear Text Segmentation IJCNLP 2005
Some Studies on Chinese Domain Knowledge Dictionary and Its Application to Text Classification IJCNLP 2005