← Authors

Xuezhe Ma

52 papers · 2012–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (73) πŸ† Grand Slam 🀝 Dynamic Duo (15) πŸ† Keyword Champion (3) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ’Ž Century Club (51) ⚑ Prolific Year (12) πŸ—ƒοΈ Keyword Collector (176) πŸ”₯ Unstoppable (14) πŸ“ˆ Trend Setter ❓ The Questioner

Conferences

ACL (14) EMNLP (12) NAACL (6) ICLR (5) IJCNLP (5) NIPS (4) AAAI (2) COLING (1) CONLL (1) ICCV (1) ICML (1)

Top co-authors

Eduard Hovy (15) Chunting Zhou (15) Graham Neubig (11) Nanyun Peng (9) Jonathan May (7) Junxian He (6) Zhengzhong Liu (5) Xiang Kong (5) Luke Zettlemoyer (5) Zhisong Zhang (5)

Keywords

text generation (6) dialogue system (5) dependency parsing (5) language model (4) data augmentation (4) generative flow (3) cross-lingual transfer (3) neural network (3) neural machine translation (3) large language model (3) spurious correlation (2) transfer learning (2) parameter-efficient fine-tuning (2) vision-language model (2) pretrained language model (2) machine translation (2) document-level translation (2) attention mechanism (2) sequence modeling (2) in-context learning (2)

Papers

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