Jingbo Zhu

On the Emotion Understanding of Synthesized Speech ACL 2026 Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026 GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026 CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling ACL 2026 RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment ACL 2026 SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement AAAI 2026 WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026 LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance ACL 2026 MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks ACL 2026 NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs ACL 2026 Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation ACL 2025 SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 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 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025 Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025 Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025 IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method EMNLP 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 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 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 RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024 ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024 Recent Advances in End-to-End Simultaneous Speech Translation IJCAI 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 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 Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models ACL 2023 Recent Advances in Direct Speech-to-text Translation IJCAI 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 Prompting Neural Machine Translation with Translation Memories AAAI 2023 The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ACL 2023 CTC-based Non-autoregressive Speech Translation ACL 2023 Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation 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 Multi-Path Transformer is Better: A Case Study on Neural Machine Translation EMNLP 2022 Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022 The NiuTrans Machine Translation Systems for WMT22 EMNLP 2022 Learning Multiscale Transformer Models for Sequence Generation ICML 2022 The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021 Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021 RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021 Weight Distillation: Transferring the Knowledge in Neural Network Parameters ACL 2021 Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders ACL 2021 The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task 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 IJCNLP 2021 The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task IJCNLP 2021 Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders IJCNLP 2021 The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021 A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction COLING 2020 Dynamic Curriculum Learning for Low-Resource Neural Machine Translation COLING 2020 Layer-Wise Multi-View Learning for Neural Machine Translation COLING 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 The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020 Learning Architectures from an Extended Search Space for Language Modeling ACL 2020 Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020 Neural Machine Translation with Joint Representation AAAI 2020 Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition IJCNLP 2019 The NiuTrans Machine Translation Systems for WMT19 ACL 2019 Shared-Private Bilingual Word Embeddings for Neural Machine Translation ACL 2019 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019 Learning Deep Transformer Models for Machine Translation ACL 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 Fast Parallel Training of Neural Language Models IJCAI 2017 Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation EMNLP 2017 NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit ACL 2015 NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit IJCNLP 2015 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 Punctuation Processing for Projective Dependency Parsing ACL 2014 A Hybrid Approach to Skeleton-based Translation ACL 2014 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 Easy-First POS Tagging and Dependency Parsing with Beam Search ACL 2013 Fast and Accurate Shift-Reduce Constituent Parsing ACL 2013 Easy-First Chinese POS Tagging and Dependency Parsing COLING 2012 NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation ACL 2012 Learning Better Rule Extraction with Translation Span Alignment ACL 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 Automatic Treebank Conversion via Informed Decoding COLING 2010 Boosting-Based System Combination for Machine Translation ACL 2010 An Empirical Study of Translation Rule Extraction with Multiple Parsers COLING 2010 Heterogeneous Parsing via Collaborative Decoding COLING 2010 Better Synchronous Binarization for Machine Translation EMNLP 2009 An Effective Hybrid Machine Learning Approach for Coreference Resolution 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 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 Which Performs Better on In-Vocabulary Word Segmentation: Based on Word or Character? IJCNLP 2008 Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem CONLL 2007 Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem EMNLP 2007 Some Studies on Chinese Domain Knowledge Dictionary and Its Application to Text Classification IJCNLP 2005 Using Multiple Discriminant Analysis Approach for Linear Text Segmentation IJCNLP 2005