Tong Xiao

CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling 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 On the Emotion Understanding of Synthesized Speech ACL 2026 Empirical Analysis of Decoding Biases in Masked Diffusion Models ACL 2026 Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026 WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026 GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026 SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement AAAI 2026 RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment ACL 2026 LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance ACL 2026 Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025 HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025 SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures ICCV 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025 Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ACL 2025 Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025 Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation ACL 2025 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 UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ICML 2025 Apollo: An Exploration of Video Understanding in Large Multimodal Models CVPR 2025 Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation CVPR 2025 Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025 GRAM: A Generative Foundation Reward Model for Reward Generalization ICML 2025 Can LLMs Solve Longer Math Word Problems Better? ICLR 2025 TLDR: Token-Level Detective Reward Model for Large Vision Language Models ICLR 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 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NIPS 2024 Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ACL 2024 ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024 RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024 Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning NIPS 2024 Recent Advances in End-to-End Simultaneous Speech Translation IJCAI 2024 Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024 Fairy: Fast Parallelized Instruction-Guided Video-to-Video Synthesis CVPR 2024 EIT: Enhanced Interactive Transformer ACL 2024 Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024 Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024 Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 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 TranSFormer: Slow-Fast Transformer for Machine Translation ACL 2023 Bridging the Granularity Gap for Acoustic Modeling ACL 2023 MobileNMT: Enabling Translation in 15MB and 30ms ACL 2023 Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models ACL 2023 Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data AAAI 2023 Information Magnitude Based Dynamic Sub-sampling for Speech-to-text INTERSPEECH 2023 Rethinking and Improving Multi-task Learning for End-to-end Speech Translation EMNLP 2023 Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs EMNLP 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 Augmenting Large Language Model Translators via Translation Memories 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 Prompting Neural Machine Translation with Translation Memories AAAI 2023 The NiuTrans Machine Translation Systems for WMT22 EMNLP 2022 Multi-Path Transformer is Better: A Case Study on Neural Machine Translation EMNLP 2022 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 Learning Multiscale Transformer Models for Sequence Generation ICML 2022 The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021 An Efficient Transformer Decoder with Compressed Sub-layers AAAI 2021 Non-Autoregressive Translation by Learning Target Categorical Codes NAACL 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 Weight Distillation: Transferring the Knowledge in Neural Network Parameters IJCNLP 2021 Learning Light-Weight Translation Models from Deep Transformer AAAI 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 Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021 The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021 The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020 The NiuTrans System for the WMT20 Quality Estimation Shared Task EMNLP 2020 Dynamic Curriculum Learning for Low-Resource Neural Machine Translation COLING 2020 Layer-Wise Multi-View Learning for Neural Machine Translation COLING 2020 A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction COLING 2020 Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020 Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild ECCV 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 Neural Machine Translation with Joint Representation AAAI 2020 MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ACL 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 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition IJCNLP 2019 Learning Deep Transformer Models for Machine Translation ACL 2019 Shared-Private Bilingual Word Embeddings for Neural Machine Translation ACL 2019 The NiuTrans Machine Translation Systems for WMT19 ACL 2019 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019 Order-Aware Generative Modeling Using the 3D-Craft Dataset ICCV 2019 Sharing Attention Weights for Fast Transformer IJCAI 2019 Deep Group-Shuffling Random Walk for Person Re-Identification CVPR 2018 Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding CVPR 2018 A Simple and Effective Approach to Coverage-Aware Neural Machine Translation ACL 2018 End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018 The NiuTrans Machine Translation System for WMT18 EMNLP 2018 Multi-layer Representation Fusion for Neural Machine Translation COLING 2018 Identity-Aware Textual-Visual Matching With Latent Co-Attention ICCV 2017 Object Detection in Videos With Tubelet Proposal Networks CVPR 2017 Implicit Syntactic Features for Target-dependent Sentiment Analysis IJCNLP 2017 Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation EMNLP 2017 Learning Deep Neural Networks for Vehicle Re-ID With Visual-Spatio-Temporal Path Proposals ICCV 2017 Fast Parallel Training of Neural Language Models IJCAI 2017 Joint Detection and Identification Feature Learning for Person Search CVPR 2017 Person Search With Natural Language Description CVPR 2017 Learning Deep Feature Representations With Domain Guided Dropout for Person Re-Identification CVPR 2016 NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit IJCNLP 2015 Learning From Massive Noisy Labeled Data for Image Classification CVPR 2015 NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit ACL 2015 A Hybrid Approach to Skeleton-based Translation ACL 2014 DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification CVPR 2014 Effective Incorporation of Source Syntax into Hierarchical Phrase-based Translation COLING 2014 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 Improving Decoding Generalization for Tree-to-String Translation 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 Better Synchronous Binarization for Machine Translation EMNLP 2009 The Feature Subspace Method for SMT System Combination EMNLP 2009