Xuezhe Ma

MegaCoin: Enhancing Medium-Grained Color Perception for Vision-Language Models AAAI 2026 LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025 Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model ICLR 2025 Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NIPS 2024 Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models EMNLP 2024 MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways AAAI 2024 MAX-ISI System at WMT23 Discourse-Level Literary Translation Task EMNLP 2023 Challenges in Context-Aware Neural Machine Translation EMNLP 2023 Look-back Decoding for Open-Ended Text Generation EMNLP 2023 Evaluating Large Language Models on Controlled Generation Tasks EMNLP 2023 LIMA: Less Is More for Alignment NIPS 2023 RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation ACL 2023 Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning ACL 2023 Mega: Moving Average Equipped Gated Attention ICLR 2023 Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification ICCV 2023 Towards a Unified View of Parameter-Efficient Transfer Learning ICLR 2022 Prompt Consistency for Zero-Shot Task Generalization EMNLP 2022 Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping EMNLP 2022 Investigating the Benefits of Free-Form Rationales EMNLP 2022 Examining and Combating Spurious Features under Distribution Shift ICML 2021 Luna: Linear Unified Nested Attention NIPS 2021 COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences ACL 2021 AESOP: Paraphrase Generation with Adaptive Syntactic Control EMNLP 2021 Decoupling Global and Local Representations via Invertible Generative Flows ICLR 2021 COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences IJCNLP 2021 Personalized Response Generation via Generative Split Memory Network NAACL 2021 DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation NAACL 2021 A Two-Step Approach for Implicit Event Argument Detection ACL 2020 Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL 2019 An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing ACL 2019 Choosing Transfer Languages for Cross-Lingual Learning ACL 2019 Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CONLL 2019 MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders ICLR 2019 MaCow: Masked Convolutional Generative Flow NIPS 2019 Handling Syntactic Divergence in Low-resource Machine Translation IJCNLP 2019 FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow IJCNLP 2019 Density Matching for Bilingual Word Embedding NAACL 2019 Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019 FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019 On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019 Stack-Pointer Networks for Dependency Parsing ACL 2018 Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL 2018 STCP: Simplified-Traditional Chinese Conversion and Proofreading IJCNLP 2017 Neural Probabilistic Model for Non-projective MST Parsing IJCNLP 2017 An Interpretable Knowledge Transfer Model for Knowledge Base Completion ACL 2017 Unsupervised Ranking Model for Entity Coreference Resolution NAACL 2016 Harnessing Deep Neural Networks with Logic Rules ACL 2016 End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF ACL 2016 Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing EMNLP 2015 Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization ACL 2014 Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data ACL 2013 Fourth-Order Dependency Parsing COLING 2012