Min Zhang

Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning ACL 2026 Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction ACL 2026 IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking ACL 2026 Backdoors in RLVR: Jailbreak Backdoors in LLMs From Verifiable Reward ACL 2026 Escaping the Echo Trap: On Credit Assignment Failure in Multi-turn LLM Self-Reflection ACL 2026 DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward ACL 2026 BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs ACL 2026 Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ACL 2026 SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking ACL 2026 ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution ACL 2026 Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026 Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering ACL 2026 From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents ACL 2026 Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs ACL 2026 UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts ACL 2026 Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ACL 2026 DeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning ACL 2026 Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains ACL 2026 Collaborative LLM Numerical Reasoning with Local Data Protection AAAI 2026 Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios AAAI 2026 Improving Value-based Process Verifier via Low-Cost Variance Reduction AAAI 2026 PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026 Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation AAAI 2026 Tighter Truncated Rectangular Prism Approximation for RNN Robustness Verification AAAI 2026 Spherical Geometry Diffusion: Generating High-quality 3D Face Geometry via Sphere-anchored Representations AAAI 2026 Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning AAAI 2026 Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding ACL 2026 Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding ACL 2026 Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ACL 2026 Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment ACL 2026 MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection ACL 2026 When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning ACL 2026 MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming ACL 2025 Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025 Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025 VideoVista-CulturalLingo: 360° Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension ACL 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025 Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025 DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ACL 2025 Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025 An Empirical Study of Iterative Refinements for Non-autoregressive Translation ACL 2025 Basic Reading Distillation ACL 2025 Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning ACL 2025 Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025 FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025 MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation NAACL 2025 MoDification: Mixture of Depths Made Easy NAACL 2025 AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025 Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025 Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025 Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025 Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent EMNLP 2025 Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025 Beware of Calibration Data for Pruning Large Language Models ICLR 2025 A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025 DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory ICLR 2025 Revealing and Mitigating Over-Attention in Knowledge Editing ICLR 2025 ProtPainter: Draw or Drag Protein via Topology-guided Diffusion ICLR 2025 Function-to-Style Guidance of LLMs for Code Translation ICML 2025 CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025 Improving Rationality in the Reasoning Process of Language Models through Self-playing Game ICML 2025 LOGO — Long cOntext aliGnment via efficient preference Optimization ICML 2025 Overcoming Non-monotonicity in Transducer-based Streaming Generation ICML 2025 Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences ICML 2025 Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models ICML 2025 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025 Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization EMNLP 2025 How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison EMNLP 2025 When Words Smile: Generating Diverse Emotional Facial Expressions from Text EMNLP 2025 ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025 Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance EMNLP 2025 CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task EMNLP 2025 DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs EMNLP 2025 AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration EMNLP 2025 MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025 IDInit: A Universal and Stable Initialization Method for Neural Network Training ICLR 2025 REMEDY: Recipe Merging Dynamics in Large Vision-Language Models ICLR 2025 ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models ICML 2025 Language Models are Universal Embedders ACL 2025 HITSZ’s End-To-End Speech Translation Systems Combining Sequence-to-Sequence Auto Speech Recognition Model and Indic Large Language Model for IWSLT 2025 in Indic Track ACL 2025 Tool learning via Inference-time Scaling and Cycle Verifier ACL 2025 Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025 Reflection on Knowledge Graph for Large Language Models Reasoning ACL 2025 LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models ACL 2025 APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training ACL 2025 InImageTrans: Multimodal LLM-based Text Image Machine Translation ACL 2025 Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing ACL 2025 LLM-based Translation Inference with Iterative Bilingual Understanding ACL 2025 The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents ACL 2025 DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation ACL 2025 Revealing and Mitigating the Local Pattern Shortcuts of Mamba ACL 2025 Unlocking Recursive Thinking of LLMs: Alignment via Refinement ACL 2025 From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning ACL 2025 ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025 BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025 ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development ACL 2025 Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025 FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation ACL 2025 Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025 Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ACL 2025 Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025 SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models EMNLP 2025 InPO: Inversion Preference Optimization with Reparametrized DDIM for Efficient Diffusion Model Alignment CVPR 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 HW-TSC at Multilingual Counterspeech Generation COLING 2025 FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema COLING 2025 Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore COLING 2025 Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective COLING 2025 BERT-Based Code Learning for Exception Localization and Type Prediction AAAI 2025 Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference AAAI 2025 CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025 An Evaluation Resource for Grounding Translation Errors EMNLP 2025 Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering AAAI 2025 Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM AAAI 2025 ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty COLING 2025 Fast Calculation of Feature Contributions in Boosting Trees UAI 2025 A Survey of Generative Information Extraction COLING 2025 Towards Text-Image Interleaved Retrieval ACL 2025 PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models ACL 2025 L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models ACL 2025 GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ACL 2025 Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025 Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch ACL 2025 A Training-free LLM-based Approach to General Chinese Character Error Correction ACL 2025 Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025 AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025 Safety Alignment via Constrained Knowledge Unlearning ACL 2025 Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations ICLR 2024 An Empirical Study of CLIP for Text-Based Person Search AAAI 2024 Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation AAAI 2024 Expressive Forecasting of 3D Whole-Body Human Motions AAAI 2024 Learning to Reweight for Generalizable Graph Neural Network AAAI 2024 Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation AAAI 2024 Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales AAAI 2024 In-Context Learning State Vector with Inner and Momentum Optimization NIPS 2024 HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task SEMEVAL 2024 HW-TSC at SemEval-2024 Task 9: Exploring Prompt Engineering Strategies for Brain Teaser Puzzles Through LLMs SEMEVAL 2024 HW-TSC 2024 Submission for the SemEval-2024 Task 1: Semantic Textual Relatedness (STR) SEMEVAL 2024 HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task NAACL 2024 HW-TSC at SemEval-2024 Task 9: Exploring Prompt Engineering Strategies for Brain Teaser Puzzles Through LLMs NAACL 2024 HW-TSC 2024 Submission for the SemEval-2024 Task 1: Semantic Textual Relatedness (STR) NAACL 2024 AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction NAACL 2024 RDD-Net: Randomized Joint Data-Feature Augmentation and Deep-Shallow Feature Fusion Networks for Automated Diagnosis of Glaucoma MICCAI 2024 RASU: Retrieval Augmented Speech Understanding through Generative Modeling INTERSPEECH 2024 LLM-Driven Multimodal Opinion Expression Identification INTERSPEECH 2024 A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting INTERSPEECH 2024 Using Large Language Model for End-to-End Chinese ASR and NER INTERSPEECH 2024 NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates NIPS 2024 Learnability Matters: Active Learning for Video Captioning NIPS 2024 The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space NIPS 2024 Parameter Competition Balancing for Model Merging NIPS 2024 Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NIPS 2024 SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NIPS 2024 $\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NIPS 2024 AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024 Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024 A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation ACL 2024 CopyNE: Better Contextual ASR by Copying Named Entities ACL 2024 Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024 TasTe: Teaching Large Language Models to Translate through Self-Reflection ACL 2024 Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024 Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024 Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ACL 2024 Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation ACL 2024 StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning ACL 2024 Revisiting Demonstration Selection Strategies in In-Context Learning ACL 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection ACL 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 Context Consistency between Training and Inference in Simultaneous Machine Translation ACL 2024 DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms ACL 2024 On the Hallucination in Simultaneous Machine Translation ACL 2024 XNLP: An Interactive Demonstration System for Universal Structured NLP ACL 2024 Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024 From Role-Play to Drama-Interaction: An LLM Solution ACL 2024 Rethinking Negative Instances for Generative Named Entity Recognition ACL 2024 Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024 Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation ACL 2024 Chinese Spelling Corrector Is Just a Language Learner ACL 2024 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024 DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024 Semantic Role Labeling from Chinese Speech via End-to-End Learning ACL 2024 CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024 Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation ACL 2024 A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024 Efficient Domain Adaptation for Non-Autoregressive Machine Translation ACL 2024 Exploring Reversal Mathematical Reasoning Ability for Large Language Models ACL 2024 Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model ACL 2024 Towards Demonstration-Aware Large Language Models for Machine Translation ACL 2024 Unsupervised Sign Language Translation and Generation ACL 2024 Demonstration Augmentation for Zero-shot In-context Learning ACL 2024 Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024 Concise and Precise Context Compression for Tool-Using Language Models ACL 2024 Pause-Aware Automatic Dubbing using LLM and Voice Cloning ACL 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 HW-TSC at TextGraphs-17 Shared Task: Enhancing Inference Capabilities of LLMs with Knowledge Graphs ACL 2024 When and How to Grow? On Efficient Pre-training via Model Growth ACML 2024 VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context ICML 2024 Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning ICLR 2024 MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation ICLR 2024 HW-TSC’s Participation in the WMT 2024 QEAPE Task EMNLP 2024 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset COLING 2024 A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation COLING 2024 CB-Whisper: Contextual Biasing Whisper Using Open-Vocabulary Keyword-Spotting COLING 2024 Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training COLING 2024 Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024 Generative Multimodal Entity Linking COLING 2024 Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling COLING 2024 Multimodal Cross-lingual Phrase Retrieval COLING 2024 Submodular-based In-context Example Selection for LLMs-based Machine Translation COLING 2024 Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model COLING 2024 HW-TSC 2024 Submission for the Quality Estimation Shared Task EMNLP 2024 Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024 Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering EMNLP 2024 Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024 Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization EMNLP 2024 Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning CVPR 2024 MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills EMNLP 2024 Dynamic Planning for LLM-based Graphical User Interface Automation EMNLP 2024 PiTe: Pixel-Temporal Alignment for Large Video-Language Model ECCV 2024 QUAR-VLA: Vision-Language-Action Model for Quadruped Robots ECCV 2024 GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning ECCV 2024 mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024 TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution EMNLP 2024 Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024 Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner EMNLP 2024 DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators EMNLP 2024 A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models EMNLP 2024 Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024 Self-Powered LLM Modality Expansion for Large Speech-Text Models EMNLP 2024 CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024 Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models EMNLP 2024 Cross-Domain Audio Deepfake Detection: Dataset and Analysis EMNLP 2024 A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024 SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024 CMD: a framework for Context-aware Model self-Detoxification EMNLP 2024 Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023 AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023 Adversarial Self-Attention for Language Understanding AAAI 2023 Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning AAAI 2023 RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023 Improving Simultaneous Machine Translation with Monolingual Data AAAI 2023 INFORM : Information eNtropy based multi-step reasoning FOR large language Models EMNLP 2023 Non-autoregressive Streaming Transformer for Simultaneous Translation EMNLP 2023 LLM-enhanced Self-training for Cross-domain Constituency Parsing EMNLP 2023 Mirror: A Universal Framework for Various Information Extraction Tasks EMNLP 2023 PromptST: Abstract Prompt Learning for End-to-End Speech Translation EMNLP 2023 Revisiting Sparse Retrieval for Few-shot Entity Linking EMNLP 2023 Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering EMNLP 2023 Empower Nested Boolean Logic via Self-Supervised Curriculum Learning EMNLP 2023 Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix EMNLP 2023 ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination EMNLP 2023 G-SPEED: General SParse Efficient Editing MoDel EMNLP 2023 Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023 Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023 Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023 Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023 An Empirical Study of Frame Selection for Text-to-Video Retrieval EMNLP 2023 Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023 Beyond MLE: Convex Learning for Text Generation NIPS 2023 Isotropy-Enhanced Conditional Masked Language Models EMNLP 2023 Scaling Law for Document Neural Machine Translation EMNLP 2023 Improving Low-resource Question Answering by Augmenting Question Information EMNLP 2023 Addressing the Length Bias Challenge in Document-Level Neural Machine Translation EMNLP 2023 Boosting Verified Training for Robust Image Classifications via Abstraction CVPR 2023 HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task EMNLP 2023 A Read-and-Select Framework for Zero-shot Entity Linking EMNLP 2023 HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial ACL 2023 The HW-TSC’s Speech-to-Speech Translation System for IWSLT 2023 ACL 2023 Early Exit with Disentangled Representation and Equiangular Tight Frame ACL 2023 Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference ! ACL 2023 Disambiguated Lexically Constrained Neural Machine Translation ACL 2023 NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023 A Pilot Study on Dialogue-Level Dependency Parsing for Chinese ACL 2023 Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction ACL 2023 Towards Better Hierarchical Text Classification with Data Generation ACL 2023 Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023 Language Anisotropic Cross-Lingual Model Editing ACL 2023 G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023 TransGEC: Improving Grammatical Error Correction with Translationese ACL 2023 A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text ACL 2023 Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge ACL 2023 A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ACL 2023 Revisiting Token Dropping Strategy in Efficient BERT Pretraining ACL 2023 Generating Visual Spatial Description via Holistic 3D Scene Understanding ACL 2023 TemplateGEC: Improving Grammatical Error Correction with Detection Template ACL 2023 Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ACL 2023 Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023 Dynamic and Efficient Inference for Text Generation via BERT Family ACL 2023 Improving Gradient Trade-offs between Tasks in Multi-task Text Classification ACL 2023 Empowering a Metric with LLM-assisted Named Entity Annotation: HW-TSC’s Submission to the WMT23 Metrics Shared Task EMNLP 2023 kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023 Deep Attentive Model for Knowledge Tracing AAAI 2023 Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization ACL 2023 Open-ended Long Text Generation via Masked Language Modeling ACL 2023 RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search IJCAI 2023 PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2023 WhiSLU: End-to-End Spoken Language Understanding with Whisper INTERSPEECH 2023 Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks NIPS 2023 SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023 HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023 Volumetric Optimal Transportation by Fast Fourier Transform ICLR 2023 Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation ICLR 2023 Toward Adversarial Training on Contextualized Language Representation ICLR 2023 HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial SEMEVAL 2023 FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation ICCV 2023 MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters ICCV 2023 CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task EMNLP 2022 LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model NIPS 2022 Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022 A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022 Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics AACL 2022 Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network ACL 2022 Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ACL 2022 Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022 RST Discourse Parsing with Second-Stage EDU-Level Pre-training ACL 2022 Prediction Difference Regularization against Perturbation for Neural Machine Translation ACL 2022 ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation ACL 2022 Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis ACL 2022 Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference ACL 2022 Synchronous Refinement for Neural Machine Translation ACL 2022 Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ACL 2022 The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation ACL 2022 The HW-TSC’s Simultaneous Speech Translation System for IWSLT 2022 Evaluation ACL 2022 The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022 SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training COLING 2022 Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing COLING 2022 Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments COLING 2022 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022 Speaker-Aware Discourse Parsing on Multi-Party Dialogues COLING 2022 Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022 Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability CVPR 2022 Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation ECCV 2022 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation EMNLP 2022 SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022 Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation EMNLP 2022 Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022 Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling EMNLP 2022 Revisiting Grammatical Error Correction Evaluation and Beyond EMNLP 2022 WR-One2Set: Towards Well-Calibrated Keyphrase Generation EMNLP 2022 Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022 JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation EMNLP 2022 ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2022 Third-Party Aligner for Neural Word Alignments EMNLP 2022 Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022 Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task EMNLP 2022 Effective Graph Context Representation for Document-level Machine Translation IJCAI 2022 Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph IJCAI 2022 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022 Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022 MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022 MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022 Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL 2022 Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation NAACL 2022 HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS NAACL 2022 HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications NAACL 2022 HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS SEMEVAL 2022 HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SEMEVAL 2022 An In-depth Study on Internal Structure of Chinese Words ACL 2021 Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021 APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021 Stacked AMR Parsing with Silver Data EMNLP 2021 How Length Prediction Influence the Performance of Non-Autoregressive Translation? EMNLP 2021 A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing EMNLP 2021 HW-TSC’s Participation in the WMT 2021 News Translation Shared Task EMNLP 2021 HW-TSC’s Participation in the WMT 2021 Triangular MT Shared Task EMNLP 2021 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021 Code Summarization with Structure-induced Transformer ACL 2021 Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction ACL 2021 Cortical Surface Shape Analysis Based on Alexandrov Polyhedra ICCV 2021 HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task EMNLP 2021 HW-TSC’s Submissions to the WMT21 Biomedical Translation Task EMNLP 2021 HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task EMNLP 2021 R-Drop: Regularized Dropout for Neural Networks NIPS 2021 Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation EMNLP 2021 Graph Heterogeneous Multi-Relational Recommendation AAAI 2021 Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition AAAI 2021 A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021 Combining Static Word Embeddings and Contextual Representations for Bilingual Lexicon Induction IJCNLP 2021 Code Summarization with Structure-induced Transformer IJCNLP 2021 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 2021 An In-depth Study on Internal Structure of Chinese Words IJCNLP 2021 [RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training IJCNLP 2021 LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding IJCNLP 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation IJCNLP 2021 Tightening Robustness Verification of Convolutional Neural Networks with Fine-Grained Linear Approximation AAAI 2021 A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues IJCAI 2021 Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021 Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection EMNLP 2021 Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021 A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing CONLL 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021 LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021 [RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ACL 2021 Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning AAAI 2020 Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue EMNLP 2020 DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020 Improving AMR Parsing with Sequence-to-Sequence Pre-training EMNLP 2020 AE-OT-GAN: Training GANs from data specific latent distribution ECCV 2020 Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction COLING 2020 Token Drop mechanism for Neural Machine Translation COLING 2020 Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations COLING 2020 Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition COLING 2020 Semantic Role Labeling with Heterogeneous Syntactic Knowledge COLING 2020 Multi-grained Chinese Word Segmentation with Weakly Labeled Data COLING 2020 Improving Relation Extraction with Relational Paraphrase Sentences COLING 2020 Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL 2020 BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval IJCAI 2020 Efficient Second-Order TreeCRF for Neural Dependency Parsing ACL 2020 Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020 Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ACL 2020 Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations AAAI 2020 Improving Neural Relation Extraction with Positive and Unlabeled Learning AAAI 2020 Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020 Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation AAAI 2020 Self-attentive Biaffine Dependency Parsing IJCAI 2019 SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT CONLL 2019 Profit-driven Task Assignment in Spatial Crowdsourcing IJCAI 2019 Emotion Detection with Neural Personal Discrimination IJCNLP 2019 Modeling Graph Structure in Transformer for Better AMR-to-Text Generation IJCNLP 2019 A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling IJCNLP 2019 Contrastive Attention Mechanism for Abstractive Sentence Summarization IJCNLP 2019 Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019 Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019 Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations NAACL 2019 A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling EMNLP 2019 Modeling Graph Structure in Transformer for Better AMR-to-Text Generation EMNLP 2019 Emotion Detection with Neural Personal Discrimination EMNLP 2019 Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ACL 2019 Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019 Syntax-Aware Neural Semantic Role Labeling AAAI 2019 Sentence-Level Agreement for Neural Machine Translation ACL 2019 Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention ACL 2019 Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning IJCNLP 2019 Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning EMNLP 2019 HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing SEMEVAL 2019 Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018 One vs. Many QA Matching with both Word-level and Sentence-level Attention Network COLING 2018 Adaptive Weighting for Neural Machine Translation COLING 2018 Your Tweets Reveal What You Like: Introducing Cross-media Content Information into Multi-domain Recommendation IJCAI 2018 Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks IJCAI 2018 Improving the Transformer Translation Model with Document-Level Context EMNLP 2018 Using active learning to expand training data for implicit discourse relation recognition EMNLP 2018 Sentiment Classification towards Question-Answering with Hierarchical Matching Network EMNLP 2018 Supervised Treebank Conversion: Data and Approaches ACL 2018 Proceedings of the Seventh Named Entities Workshop ACL 2018 A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018 NEWS 2018 Whitepaper ACL 2018 Report of NEWS 2018 Named Entity Transliteration Shared Task ACL 2018 Dependency Parsing with Partial Annotations: An Empirical Comparison IJCNLP 2017 Modeling Source Syntax for Neural Machine Translation ACL 2017 Translating Phrases in Neural Machine Translation EMNLP 2017 Multi-Grained Chinese Word Segmentation EMNLP 2017 Finding Arguments as Sequence Labeling in Discourse Parsing CONLL 2016 Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016 Active Learning for Dependency Parsing with Partial Annotation ACL 2016 Variational Neural Machine Translation EMNLP 2016 Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning EMNLP 2016 Variational Neural Discourse Relation Recognizer EMNLP 2016 Improving Statistical Machine Translation with Selectional Preferences COLING 2016 Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016 Multi-Grained Role Labeling Based on Multi-Modality Information for Real Customer Service Telephone Conversation IJCAI 2016 Rating-Boosted Latent Topics: Understanding Users and Items with Ratings and Reviews IJCAI 2016 Pay Me and I’ll Follow You: Detection of Crowdturfing Following Activities in Microblog Environment IJCAI 2016 Learning Event Expressions via Bilingual Structure Projection COLING 2016 Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation EMNLP 2015 Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation EMNLP 2015 A Context-Aware Topic Model for Statistical Machine Translation ACL 2015 Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study ACL 2015 Detecting Promotion Campaigns in Community Question Answering IJCAI 2015 Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study IJCNLP 2015 A Context-Aware Topic Model for Statistical Machine Translation IJCNLP 2015 Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation IJCAI 2015 A Sense-Based Translation Model for Statistical Machine Translation ACL 2014 Synchronous Constituent Context Model for Inducing Bilingual Synchronous Structures COLING 2014 Feature Embedding for Dependency Parsing COLING 2014 Soft Cross-lingual Syntax Projection for Dependency Parsing COLING 2014 Semantics, Discourse and Statistical Machine Translation ACL 2014 Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing ACL 2014 Dependency Parsing: Past, Present, and Future COLING 2014 Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation EMNLP 2013 Modeling Lexical Cohesion for Document-Level Machine Translation IJCAI 2013 Fast and Accurate Shift-Reduce Constituent Parsing ACL 2013 Smoothing for Bracketing Induction IJCAI 2013 Semi-Supervised Feature Transformation for Dependency Parsing EMNLP 2013 Feature-Rich Segment-Based News Event Detection on Twitter IJCNLP 2013 Proceedings of the ACL 2012 System Demonstrations ACL 2012 Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference COLING 2012 N-gram-based Tense Models for Statistical Machine Translation CONLL 2012 N-gram-based Tense Models for Statistical Machine Translation EMNLP 2012 A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing COLING 2012 Modeling the Translation of Predicate-Argument Structure for SMT ACL 2012 A Topic Similarity Model for Hierarchical Phrase-based Translation ACL 2012 Utilizing Dependency Language Models for Graph-based Dependency Parsing Models ACL 2012 Classifier-Based Tense Model for SMT COLING 2012 Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers ACL 2011 Nonparametric Bayesian Machine Transliteration with Synchronous Adaptor Grammars ACL 2011 Joint Alignment and Artificial Data Generation: An Empirical Study of Pivot-based Machine Transliteration IJCNLP 2011 CLGVSM: Adapting Generalized Vector Space Model to Cross-lingual Document Clustering IJCNLP 2011 SMT Helps Bitext Dependency Parsing EMNLP 2011 Joint Models for Chinese POS Tagging and Dependency Parsing EMNLP 2011 Cache-based Document-level Statistical Machine Translation EMNLP 2011 EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora COLING 2010 Exploring Syntactic Structural Features for Sub-Tree Alignment Using Bilingual Tree Kernels ACL 2010 Error Detection for Statistical Machine Translation Using Linguistic Features ACL 2010 Discriminative Induction of Sub-Tree Alignment using Limited Labeled Data COLING 2010 Convolution Kernel over Packed Parse Forest ACL 2010 Non-Isomorphic Forest Pair Translation EMNLP 2010 Machine Transliteration: Leveraging on Third Languages COLING 2010 Learning Translation Boundaries for Phrase-Based Decoding NAACL 2010 Improving Name Origin Recognition with Context Features and Unlabelled Data COLING 2010 Pseudo-Word for Phrase-Based Machine Translation ACL 2010 Head-modifier Relation based Non-lexical Reordering Model for Phrase-Based Translation COLING 2010 A Syntax-Driven Bracketing Model for Phrase-Based Translation IJCNLP 2009 MARS: Multilingual Access and Retrieval System with Enhanced Query Translation and Document Retrieval IJCNLP 2009 A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination IJCNLP 2009 A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation IJCNLP 2009 Forest-based Tree Sequence to String Translation Model IJCNLP 2009 Fast Translation Rule Matching for Syntax-based Statistical Machine Translation EMNLP 2009 Tree Kernel-based SVM with Structured Syntactic Knowledge for BTG-based Phrase Reordering EMNLP 2009 Feature-Based Method for Document Alignment in Comparable News Corpora EACL 2009 MARS: Multilingual Access and Retrieval System with Enhanced Query Translation and Document Retrieval ACL 2009 A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination ACL 2009 A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation ACL 2009 A Syntax-Driven Bracketing Model for Phrase-Based Translation ACL 2009 Forest-based Tree Sequence to String Translation Model ACL 2009 K-Best Combination of Syntactic Parsers EMNLP 2009 Regenerating Hypotheses for Statistical Machine Translation COLING 2008 Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation COLING 2008 Name Origin Recognition Using Maximum Entropy Model and Diverse Features IJCNLP 2008 Identify Temporal Websites Based on User Behavior Analysis IJCNLP 2008 Refinements in BTG-based Statistical Machine Translation IJCNLP 2008 Term Extraction Through Unithood and Termhood Unification IJCNLP 2008 Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling IJCNLP 2008 Exploiting N-best Hypotheses for SMT Self-Enhancement ACL 2008 A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation ACL 2008 A Tree Sequence Alignment-based Tree-to-Tree Translation Model ACL 2008 Linguistically Annotated BTG for Statistical Machine Translation COLING 2008 A Grammar-driven Convolution Tree Kernel for Semantic Role Classification ACL 2007 Tree Kernel-Based Relation Extraction with Context-Sensitive Structured Parse Tree Information CONLL 2007 Tree Kernel-Based Relation Extraction with Context-Sensitive Structured Parse Tree Information EMNLP 2007 Modeling Commonality among Related Classes in Relation Extraction COLING 2006 A Hybrid Convolution Tree Kernel for Semantic Role Labeling ACL 2006 A Phrase-Based Statistical Model for SMS Text Normalization ACL 2006 A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features ACL 2006 Modeling Commonality among Related Classes in Relation Extraction ACL 2006 A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features COLING 2006 Exploring Syntactic Features for Relation Extraction using a Convolution Tree Kernel NAACL 2006 A Phrase-Based Statistical Model for SMS Text Normalization COLING 2006 A Hybrid Convolution Tree Kernel for Semantic Role Labeling COLING 2006 Exploring Various Knowledge in Relation Extraction ACL 2005 Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering IJCNLP 2005 Phrase-Based Statistical Machine Translation: A Level of Detail Approach IJCNLP 2005 A Phrase-Based Context-Dependent Joint Probability Model for Named Entity Translation IJCNLP 2005 Direct Orthographical Mapping for Machine Transliteration COLING 2004 A Joint Source-Channel Model for Machine Transliteration ACL 2004 Self-Organizing Chinese and Japanese Semantic Maps COLING 2002 Improving Language Model Size Reduction using Better Pruning Criteria ACL 2002