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 Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models EMNLP 2024 Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NeurIPS 2024 MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways AAAI 2024 Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification ICCV 2023 Challenges in Context-Aware Neural Machine Translation EMNLP 2023 Evaluating Large Language Models on Controlled Generation Tasks EMNLP 2023 Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning ACL 2023 LIMA: Less Is More for Alignment NeurIPS 2023 Look-back Decoding for Open-Ended Text Generation EMNLP 2023 MAX-ISI System at WMT23 Discourse-Level Literary Translation Task EMNLP 2023 Mega: Moving Average Equipped Gated Attention ICLR 2023 RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation ACL 2023 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 Prompt Consistency for Zero-Shot Task Generalization EMNLP 2022 Towards a Unified View of Parameter-Efficient Transfer Learning ICLR 2022 AESOP: Paraphrase Generation with Adaptive Syntactic Control EMNLP 2021 COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences ACL 2021 Decoupling Global and Local Representations via Invertible Generative Flows ICLR 2021 DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation NAACL 2021 Examining and Combating Spurious Features under Distribution Shift ICML 2021 Luna: Linear Unified Nested Attention NeurIPS 2021 Personalized Response Generation via Generative Split Memory Network NAACL 2021 A Two-Step Approach for Implicit Event Argument Detection ACL 2020 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 Density Matching for Bilingual Word Embedding NAACL 2019 FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019 Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019 MaCow: Masked Convolutional Generative Flow NeurIPS 2019 MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders ICLR 2019 On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019 Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL 2019 Stack-Pointer Networks for Dependency Parsing ACL 2018 Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL 2018 An Interpretable Knowledge Transfer Model for Knowledge Base Completion ACL 2017 Neural Probabilistic Model for Non-projective MST Parsing IJCNLP 2017 STCP: Simplified-Traditional Chinese Conversion and Proofreading IJCNLP 2017 End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF ACL 2016 Harnessing Deep Neural Networks with Logic Rules ACL 2016 Unsupervised Ranking Model for Entity Coreference Resolution NAACL 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