Fandong Meng

SED-SFT: Selectively Encouraging Diversity in Supervised Fine-Tuning ACL 2026 Figure It Out: Improve the Frontier of Reasoning with Executable Visual States ACL 2026 Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ACL 2026 GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026 Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ACL 2026 APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention ACL 2026 A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025 Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025 An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025 PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025 MiniPLM: Knowledge Distillation for Pre-training Language Models ICLR 2025 DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory ICLR 2025 Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025 CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025 TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding EMNLP 2025 Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025 LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025 Retrieval-Augmented Machine Translation with Unstructured Knowledge EMNLP 2025 ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025 Continuous Visual Autoregressive Generation via Score Maximization ICML 2025 A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences ACL 2025 AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025 Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ACL 2025 Beyond Next Token Prediction: Patch-Level Training for Large Language Models ICLR 2025 LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 DRT: Deep Reasoning Translation via Long Chain-of-Thought ACL 2025 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024 Generative Multi-Modal Knowledge Retrieval with Large Language Models AAAI 2024 DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding COLING 2024 UMTIT: Unifying Recognition, Translation, and Generation for Multimodal Text Image Translation COLING 2024 Teaching Large Language Models to Translate with Comparison AAAI 2024 Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024 On Large Language Models’ Hallucination with Regard to Known Facts NAACL 2024 On Prompt-Driven Safeguarding for Large Language Models ICML 2024 Language Generation with Strictly Proper Scoring Rules ICML 2024 Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024 Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs ICLR 2024 LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation EMNLP 2024 Enhancing Byzantine-Resistant Aggregations with Client Embedding EMNLP 2024 On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024 Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024 C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024 Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024 CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers ACL 2024 Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective ACL 2024 TasTe: Teaching Large Language Models to Translate through Self-Reflection ACL 2024 Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024 Cross-Lingual Knowledge Editing in Large Language Models ACL 2024 Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024 Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024 Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation ACL 2024 Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024 Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024 Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024 Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024 BranchNorm: Robustly Scaling Extremely Deep Transformers ACL 2024 Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation ACL 2024 Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding ACL 2024 Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023 Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias ACL 2023 Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension ACL 2023 RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023 Understanding Translationese in Cross-Lingual Summarization EMNLP 2023 Is ChatGPT a Good NLG Evaluator? A Preliminary Study EMNLP 2023 D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023 Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement ACL 2023 Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL 2023 Personality Understanding of Fictional Characters during Book Reading ACL 2023 Soft Language Clustering for Multilingual Model Pre-training ACL 2023 Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL 2023 Consistency Regularization Training for Compositional Generalization ACL 2023 Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense NIPS 2023 Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023 Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information EMNLP 2023 HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023 WeTS: A Benchmark for Translation Suggestion EMNLP 2022 A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022 Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2022 MSCTD: A Multimodal Sentiment Chat Translation Dataset ACL 2022 Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022 Scheduled Multi-task Learning for Neural Chat Translation ACL 2022 EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ACL 2022 TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING 2022 Categorizing Semantic Representations for Neural Machine Translation COLING 2022 TSAM: A Two-Stream Attention Model for Causal Emotion Entailment COLING 2022 Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NIPS 2022 Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022 ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization EMNLP 2022 Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space EMNLP 2022 Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022 Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection EMNLP 2022 Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022 Findings of the WMT 2022 Shared Task on Translation Suggestion EMNLP 2022 Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022 BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022 Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge IJCAI 2022 Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022 Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022 Confidence-Aware Scheduled Sampling for Neural Machine Translation IJCNLP 2021 An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021 GTM: A Generative Triple-wise Model for Conversational Question Generation IJCNLP 2021 Prevent the Language Model from being Overconfident in Neural Machine Translation IJCNLP 2021 Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation IJCNLP 2021 Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition NAACL 2021 Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser EMNLP 2021 Scheduled Sampling Based on Decoding Steps for Neural Machine Translation EMNLP 2021 Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP 2021 Faster Depth-Adaptive Transformers AAAI 2021 Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021 Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021 Competence-based Curriculum Learning for Multilingual Machine Translation EMNLP 2021 WeChat Neural Machine Translation Systems for WMT21 EMNLP 2021 Unsupervised Knowledge Selection for Dialogue Generation IJCNLP 2021 Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation IJCNLP 2021 GoG: Relation-aware Graph-over-Graph Network for Visual Dialog IJCNLP 2021 Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021 Selective Knowledge Distillation for Neural Machine Translation IJCNLP 2021 Modeling Bilingual Conversational Characteristics for Neural Chat Translation IJCNLP 2021 Confidence-Aware Scheduled Sampling for Neural Machine Translation ACL 2021 Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ACL 2021 Unsupervised Knowledge Selection for Dialogue Generation ACL 2021 Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation ACL 2021 GoG: Relation-aware Graph-over-Graph Network for Visual Dialog ACL 2021 Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2021 Selective Knowledge Distillation for Neural Machine Translation ACL 2021 Modeling Bilingual Conversational Characteristics for Neural Chat Translation ACL 2021 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021 GTM: A Generative Triple-wise Model for Conversational Question Generation ACL 2021 Prevent the Language Model from being Overconfident in Neural Machine Translation ACL 2021 Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation ACL 2021 Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition IJCNLP 2021 Unsupervised Paraphrasing by Simulated Annealing ACL 2020 Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation AAAI 2020 Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions AAAI 2020 DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020 [RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ACL 2020 A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020 Multi-Zone Unit for Recurrent Neural Networks AAAI 2020 Token-level Adaptive Training for Neural Machine Translation EMNLP 2020 Multi-Unit Transformers for Neural Machine Translation EMNLP 2020 Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP 2020 A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph EMNLP 2020 WeChat Neural Machine Translation Systems for WMT20 EMNLP 2020 A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis IJCNLP 2019 Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019 GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ACL 2019 Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019 Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019 CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding EMNLP 2019 Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation EMNLP 2019 A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019 DTMT: A Novel Deep Transition Architecture for Neural Machine Translation AAAI 2019 CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding IJCNLP 2019 Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation IJCNLP 2019 Neural Machine Translation with Key-Value Memory-Augmented Attention IJCAI 2018 Modeling Localness for Self-Attention Networks EMNLP 2018 Towards Robust Neural Machine Translation ACL 2018 Interactive Attention for Neural Machine Translation COLING 2016 Encoding Source Language with Convolutional Neural Network for Machine Translation IJCNLP 2015 Encoding Source Language with Convolutional Neural Network for Machine Translation ACL 2015 A Dependency Edge-based Transfer Model for Statistical Machine Translation COLING 2014 Modeling Term Translation for Document-informed Machine Translation EMNLP 2014 Translation with Source Constituency and Dependency Trees EMNLP 2013 Discriminative Boosting from Dictionary and Raw Text – A Novel Approach to Build A Chinese Word Segmenter COLING 2012 ICT: A Translation based Method for Cross-lingual Textual Entailment SEMEVAL 2012 Iterative Annotation Transformation with Predict-Self Reestimation for Chinese Word Segmentation CONLL 2012 Iterative Annotation Transformation with Predict-Self Reestimation for Chinese Word Segmentation EMNLP 2012 ETS: An Error Tolerable System for Coreference Resolution CONLL 2011