Xuezhe Ma

According to our database, Xuezhe Ma authored at least 72 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models.

Ming-Chang Chiu, Shicheng Wen, Pin-Yu Chen, Xuezhe Ma

CoRR, 2024

PatentEdits: Framing Patent Novelty as Textual Entailment.

Ryan Lee, Alexander Spangher, Xuezhe Ma

CoRR, 2024

DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises.

Nan Xu, Xuezhe Ma

CoRR, 2024

LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems.

Nan Xu, Xuezhe Ma

CoRR, 2024

Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy

CoRR, 2024

Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models.

Linghao Jin, Li An, Xuezhe Ma

CoRR, 2024

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length.

Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou

CoRR, 2024

Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models.

Xu Han, Linghao Jin, Xuezhe Ma, Xiaofeng Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways.

Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers.

Dacheng Li, Rulin Shao, Anze Xie, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Xuezhe Ma, Hao Zhang

CoRR, 2023

MAX-ISI System at WMT23 Discourse-Level Literary Translation Task.

Li An, Linghao Jin, Xuezhe Ma

Proceedings of the Eighth Conference on Machine Translation, 2023

LIMA: Less Is More for Alignment.

Chunting Zhou, Pengfei Liu, Puxin Xu, Srinivasan Iyer, Jiao Sun, Yuning Mao, Xuezhe Ma, Avia Efrat, Ping Yu, Lili Yu, Susan Zhang, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Omer Levy

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mega: Moving Average Equipped Gated Attention.

Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification.

Ming-Chang Chiu, Pin-Yu Chen, Xuezhe Ma

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Look-back Decoding for Open-Ended Text Generation.

Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Evaluating Large Language Models on Controlled Generation Tasks.

Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Challenges in Context-Aware Neural Machine Translation.

Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation.

Shuai Liu, Hyundong Cho, Marjorie Freedman, Xuezhe Ma, Jonathan May

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning.

Mozhdeh Gheini, Xuezhe Ma, Jonathan May

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

On Human Visual Contrast Sensitivity and Machine Vision Robustness: A Comparative Study.

Ming-Chang Chiu, Yingfei Wang, Derrick Eui Gyu Kim, Pin-Yu Chen, Xuezhe Ma

CoRR, 2022

Better May Not Be Fairer: Can Data Augmentation Mitigate Subgroup Degradation?

Ming-Chang Chiu, Pin-Yu Chen, Xuezhe Ma

CoRR, 2022

Learning Representations Robust to Group Shifts and Adversarial Examples.

Ming-Chang Chiu, Xuezhe Ma

CoRR, 2022

Towards a Unified View of Parameter-Efficient Transfer Learning.

Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig

Proceedings of the Tenth International Conference on Learning Representations, 2022

Prompt Consistency for Zero-Shot Task Generalization.

Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping.

Chenghao Yang, Xuezhe Ma

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Investigating the Benefits of Free-Form Rationales.

Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Luna: Linear Unified Nested Attention.

Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Personalized Response Generation via Generative Split Memory Network.

Yuwei Wu, Xuezhe Ma, Diyi Yang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation.

Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Examining and Combating Spurious Features under Distribution Shift.

Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig

Proceedings of the 38th International Conference on Machine Learning, 2021

Decoupling Global and Local Representations via Invertible Generative Flows.

Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy

Proceedings of the 9th International Conference on Learning Representations, 2021

AESOP: Paraphrase Generation with Adaptive Syntactic Control.

Jiao Sun, Xuezhe Ma, Nanyun Peng

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences.

Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization.

Xuezhe Ma

CoRR, 2020

Decoupling Global and Local Representations from/for Image Generation.

Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy

CoRR, 2020

A Two-Step Approach for Implicit Event Argument Detection.

Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma, Eduard H. Hovy

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

MaCow: Masked Convolutional Generative Flow.

Xuezhe Ma, Eduard H. Hovy

CoRR, 2019

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis.

Eduard H. Hovy, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alex Hauptmann, Florian Metze, Teruko Mitamura, Zaid Sheikh, Ankit Dangi, Aditi Chaudhary, Xianyang Chen, Xiang Kong, Bernie Huang, Salvador Medina, Hector Liu, Xuezhe Ma, Maria Ryskina, Ramon Sanabria, Varun Gangal

Proceedings of the 2019 Text Analysis Conference, 2019

MaCow: Masked Convolutional Generative Flow.

Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Density Matching for Bilingual Word Embedding.

Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing.

Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders.

Xuezhe Ma, Chunting Zhou, Eduard H. Hovy

Proceedings of the 7th International Conference on Learning Representations, 2019

Handling Syntactic Divergence in Low-resource Machine Translation.

Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow.

Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard H. Hovy

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages.

Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing.

Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Choosing Transfer Languages for Cross-Lingual Learning.

Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation.

Zhiting Hu, Haoran Shi, Bowen Tan, Wentao Wang, Zichao Yang, Tiancheng Zhao, Junxian He, Lianhui Qin, Di Wang, Xuezhe Ma, Zhengzhong Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing.

Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng

CoRR, 2018

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation.

Zhiting Hu, Haoran Shi, Zichao Yang, Bowen Tan, Tiancheng Zhao, Junxian He, Wentao Wang, Xingjiang Yu, Lianhui Qin, Di Wang, Xuezhe Ma, Zhengzhong Liu, Xiaodan Liang, Wanrong Zhu, Devendra Singh Sachan, Eric P. Xing

CoRR, 2018

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis.

Eduard H. Hovy, Taylor Berg-Kirkpatrick, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alexander G. Hauptmann, Florian Metze, Teruko Mitamura, Aditi Chaudhary, Xianyang Chen, Bernie Po-Yao Huang, Hector Zhengzhong Liu, Xuezhe Ma, Shruti Palaskar, Dheeraj Rajagopal, Maria Ryskina, Ramon Sanabria

Proceedings of the 2018 Text Analysis Conference, 2018

Stack-Pointer Networks for Dependency Parsing.

Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard H. Hovy

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML.

Xuezhe Ma, Pengcheng Yin, Jingzhou Liu, Graham Neubig, Eduard H. Hovy

CoRR, 2017

CMU System for Entity Discovery and Linking at TAC-KBP 2017.

Xuezhe Ma, Nicolas R. Fauceglia, Yiu-Chang Lin, Eduard H. Hovy

Proceedings of the 2017 Text Analysis Conference, 2017

Multi-lingual Extraction and Integration of Entities, Relations, Events and Sentiments into ColdStart++ KBs with the SAFT System.

Hans Chalupsky, Jun Araki, Eduard H. Hovy, Andrew Hsi, Zhengzhong Liu, Xuezhe Ma, Evangelia Spiliopoulou, Shuxin Yao

Proceedings of the 2017 Text Analysis Conference, 2017

STCP: Simplified-Traditional Chinese Conversion and Proofreading.

Jiarui Xu, Xuezhe Ma, Chen-Tse Tsai, Eduard H. Hovy

Proceedings of the IJCNLP 2017, Tapei, Taiwan, November 27, 2017

Neural Probabilistic Model for Non-projective MST Parsing.

Xuezhe Ma, Eduard H. Hovy

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Dropout with Expectation-linear Regularization.

Xuezhe Ma, Yingkai Gao, Zhiting Hu, Yaoliang Yu, Yuntian Deng, Eduard H. Hovy

Proceedings of the 5th International Conference on Learning Representations, 2017

An Interpretable Knowledge Transfer Model for Knowledge Base Completion.

Qizhe Xie, Xuezhe Ma, Zihang Dai, Eduard H. Hovy

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

CMU System for Entity Discovery and Linking at TAC-KBP 2016.

Xuezhe Ma, Nicolas R. Fauceglia, Yiu-Chang Lin, Eduard H. Hovy

Proceedings of the 2016 Text Analysis Conference, 2016

Unsupervised Ranking Model for Entity Coreference Resolution.

Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy

Proceedings of the NAACL HLT 2016, 2016

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF.

Xuezhe Ma, Eduard H. Hovy

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Harnessing Deep Neural Networks with Logic Rules.

Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy, Eric P. Xing

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Probabilistic Models for High-Order Projective Dependency Parsing.

Xuezhe Ma, Hai Zhao

CoRR, 2015

CMU System for Entity Discovery and Linking at TAC-KBP 2015.

Nicolas R. Fauceglia, Yiu-Chang Lin, Xuezhe Ma, Eduard H. Hovy

Proceedings of the 2015 Text Analysis Conference, 2015

Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing.

Xuezhe Ma, Eduard H. Hovy

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection.

Nicolas R. Fauceglia, Yiu-Chang Lin, Xuezhe Ma, Eduard H. Hovy

Proceedings of the The 3rd Workshop on EVENTS: Definition, 2015

2014

Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization.

Xuezhe Ma, Fei Xia

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data.

Xuezhe Ma, Fei Xia

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Fourth-Order Dependency Parsing.

Xuezhe Ma, Hai Zhao

Proceedings of the COLING 2012, 2012

2010

Automatic prosody prediction and detection with Conditional Random Field (CRF) models.

Yao Qian, Zhizheng Wu, Xuezhe Ma, Frank K. Soong

Proceedings of the 7th International Symposium on Chinese Spoken Language Processing, 2010

Dependency Parser for Chinese Constituent Parsing.

Xuezhe Ma, Xiaotian Zhang, Hai Zhao, Bao-Liang Lu

Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010