Dongdong Zhang

From Word to World: Can Large Language Models be Implicit Text-based World Models? ACL 2026 VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation ACL 2026 Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025 ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025 Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References NAACL 2024 Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024 Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation EACL 2024 Are More Layers Beneficial to Graph Transformers? ICLR 2023 Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels ACL 2023 Findings of the WMT 2023 Shared Task on Machine Translation with Terminologies EMNLP 2023 GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023 On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ACL 2023 On the Pareto Front of Multilingual Neural Machine Translation NeurIPS 2023 Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation EMNLP 2023 TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets EMNLP 2023 BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL 2022 CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022 High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022 LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022 PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation COLING 2022 Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022 UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation IJCAI 2022 Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt EMNLP 2022 How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ACL 2021 Improving Multilingual Neural Machine Translation with Auxiliary Source Languages EMNLP 2021 M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021 Multilingual Agreement for Multilingual Neural Machine Translation ACL 2021 Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task EMNLP 2021 Smart-Start Decoding for Neural Machine Translation NAACL 2021 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021 Alternating Language Modeling for Cross-Lingual Pre-Training AAAI 2020 A Simple and Effective Unified Encoder for Document-Level Machine Translation ACL 2020 Document Classification for COVID-19 Literature ACL 2020 Document Classification for COVID-19 Literature EMNLP 2020 Improving Neural Machine Translation with Soft Template Prediction ACL 2020 Improved Neural Machine Translation with Source Syntax IJCAI 2017 Sequence-to-Dependency Neural Machine Translation ACL 2017 Efficient Disfluency Detection with Transition-based Parsing ACL 2015 A Lexicalized Reordering Model for Hierarchical Phrase-based Translation COLING 2014 Learning Topic Representation for SMT with Neural Networks ACL 2014 Soft Dependency Matching for Hierarchical Phrase-based Machine Translation COLING 2014 Bilingual Data Cleaning for SMT using Graph-based Random Walk ACL 2013 Multi-Domain Adaptation for SMT Using Multi-Task Learning EMNLP 2013 Punctuation Prediction with Transition-based Parsing ACL 2013 A Ranking-based Approach to Word Reordering for Statistical Machine Translation ACL 2012 Hierarchical Chunk-to-String Translation ACL 2012 Translation Model Size Reduction for Hierarchical Phrase-based Statistical Machine Translation ACL 2012 Adaptive Development Data Selection for Log-linear Model in Statistical Machine Translation COLING 2010 A Joint Rule Selection Model for Hierarchical Phrase-Based Translation ACL 2010 Hybrid Decoding: Decoding with Partial Hypotheses Combination over Multiple SMT Systems COLING 2010 Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems COLING 2010 Better Synchronous Binarization for Machine Translation EMNLP 2009 Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders ACL 2009 Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points COLING 2008 Measure Word Generation for English-Chinese SMT Systems ACL 2008 A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation ACL 2007 Phrase Reordering Model Integrating Syntactic Knowledge for SMT EMNLP 2007