Xuezhe Ma

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 87

Top Topics

Sense Disambiguation

Structured Prediction

Top Venues

Publications

Xu Han, Linghao Jin, Xuezhe Ma, Xiaofeng Liu
Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models. CoRR (2024)
Linghao Jin, Li An, Xuezhe Ma
Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models. CoRR (2024)
Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length. CoRR (2024)
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
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. AAAI (2024)
Chunting Zhou, Pengfei Liu, Puxin Xu, Srini Iyer, Jiao Sun, Yuning Mao, Xuezhe Ma, Avia Efrat, Ping Yu, Lili Yu, Susan Zhang, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Omer Levy
LIMA: Less Is More for Alignment. CoRR (2023)
Mozhdeh Gheini, Xuezhe Ma, Jonathan May
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning. ACL (Findings) (2023)
Shuai Liu, Hyundong Cho, Marjorie Freedman, Xuezhe Ma, Jonathan May
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation. CoRR (2023)
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
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. CoRR (2023)
Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma
Challenges in Context-Aware Neural Machine Translation. EMNLP (2023)
Shuai Liu, Hyundong Cho, Marjorie Freedman, Xuezhe Ma, Jonathan May
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation. ACL (1) (2023)
Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma
Challenges in Context-Aware Neural Machine Translation. CoRR (2023)
Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma
Evaluating Large Language Models on Controlled Generation Tasks. CoRR (2023)
Dacheng Li, Rulin Shao, Anze Xie, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Xuezhe Ma, Hao Zhang
LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers. CoRR (2023)
Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma
Look-back Decoding for Open-Ended Text Generation. CoRR (2023)
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
LIMA: Less Is More for Alignment. NeurIPS (2023)
Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma
Evaluating Large Language Models on Controlled Generation Tasks. EMNLP (2023)
Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma
Look-back Decoding for Open-Ended Text Generation. EMNLP (2023)
Li An, Linghao Jin, Xuezhe Ma
MAX-ISI System at WMT23 Discourse-Level Literary Translation Task. WMT (2023)
Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer
Mega: Moving Average Equipped Gated Attention. ICLR (2023)
Ming-Chang Chiu, Pin-Yu Chen, Xuezhe Ma
Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification. ICCV (2023)
Ming-Chang Chiu, Xuezhe Ma
Learning Representations Robust to Group Shifts and Adversarial Examples. CoRR (2022)
Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
Prompt Consistency for Zero-Shot Task Generalization. EMNLP (Findings) (2022)
Mozhdeh Gheini, Xuezhe Ma, Jonathan May
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-tuning. CoRR (2022)
Chenghao Yang, Xuezhe Ma
Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping. CoRR (2022)
Ming-Chang Chiu, Yingfei Wang, Derrick Eui Gyu Kim, Pin-Yu Chen, Xuezhe Ma
On Human Visual Contrast Sensitivity and Machine Vision Robustness: A Comparative Study. CoRR (2022)
Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
Prompt Consistency for Zero-Shot Task Generalization. CoRR (2022)
Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma
Investigating the Benefits of Free-Form Rationales. CoRR (2022)
Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer
Mega: Moving Average Equipped Gated Attention. CoRR (2022)
Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma
Investigating the Benefits of Free-Form Rationales. EMNLP (Findings) (2022)
Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
Towards a Unified View of Parameter-Efficient Transfer Learning. ICLR (2022)
Chenghao Yang, Xuezhe Ma
Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping. EMNLP (2022)
Ming-Chang Chiu, Pin-Yu Chen, Xuezhe Ma
Better May Not Be Fairer: Can Data Augmentation Mitigate Subgroup Degradation? CoRR (2022)
Jiao Sun, Xuezhe Ma, Nanyun Peng
AESOP: Paraphrase Generation with Adaptive Syntactic Control. EMNLP (1) (2021)
Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. CoRR (2021)
Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig
Examining and Combating Spurious Features under Distribution Shift. ICML (2021)
Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
Towards a Unified View of Parameter-Efficient Transfer Learning. CoRR (2021)
Yuwei Wu, Xuezhe Ma, Diyi Yang
Personalized Response Generation via Generative Split Memory Network. NAACL-HLT (2021)
Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng
DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation. CoRR (2021)
Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy
Decoupling Global and Local Representations via Invertible Generative Flows. ICLR (2021)
Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. ACL/IJCNLP (Findings) (2021)
Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer
Luna: Linear Unified Nested Attention. NeurIPS (2021)
Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig
Examining and Combating Spurious Features under Distribution Shift. CoRR (2021)
Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng
DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation. NAACL-HLT (Demonstrations) (2021)
Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer
Luna: Linear Unified Nested Attention. CoRR (2021)
Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy
Decoupling Global and Local Representations from/for Image Generation. CoRR (2020)
Xuezhe Ma
Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization. CoRR (2020)
Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma, Eduard H. Hovy
A Two-Step Approach for Implicit Event Argument Detection. ACL (2020)
Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig
Density Matching for Bilingual Word Embedding. NAACL-HLT (1) (2019)
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages. CoNLL (2019)
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
Choosing Transfer Languages for Cross-Lingual Learning. CoRR (2019)
Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig
Handling Syntactic Divergence in Low-resource Machine Translation. CoRR (2019)
Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig
Handling Syntactic Divergence in Low-resource Machine Translation. EMNLP/IJCNLP (1) (2019)
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng
Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages. CoRR (2019)
Xuezhe Ma, Eduard H. Hovy
MaCow: Masked Convolutional Generative Flow. CoRR (2019)
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
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. TAC (2019)
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. NAACL-HLT (1) (2019)
Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy
An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing. ACL (1) (2019)
Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard H. Hovy
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow. CoRR (2019)
Xuezhe Ma, Chunting Zhou, Eduard H. Hovy
MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders. CoRR (2019)
Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig
Density Matching for Bilingual Word Embedding. CoRR (2019)
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
Choosing Transfer Languages for Cross-Lingual Learning. ACL (1) (2019)
Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy
MaCow: Masked Convolutional Generative Flow. NeurIPS (2019)
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
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation. ACL (3) (2019)
Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard H. Hovy
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow. EMNLP/IJCNLP (1) (2019)
Xuezhe Ma, Chunting Zhou, Eduard H. Hovy
MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders. ICLR (Poster) (2019)
Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard H. Hovy, Kai-Wei Chang, Nanyun Peng
Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing. CoRR (2018)
Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard H. Hovy
Stack-Pointer Networks for Dependency Parsing. ACL (1) (2018)
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
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. TAC (2018)
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
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation. CoRR (2018)
Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard H. Hovy
Stack-Pointer Networks for Dependency Parsing. CoRR (2018)
Xuezhe Ma, Yingkai Gao, Zhiting Hu, Yaoliang Yu, Yuntian Deng, Eduard H. Hovy
Dropout with Expectation-linear Regularization. ICLR (Poster) (2017)
Xuezhe Ma, Nicolas R. Fauceglia, Yiu-Chang Lin, Eduard H. Hovy
CMU System for Entity Discovery and Linking at TAC-KBP 2017. TAC (2017)
Qizhe Xie, Xuezhe Ma, Zihang Dai, Eduard H. Hovy
An Interpretable Knowledge Transfer Model for Knowledge Base Completion. CoRR (2017)
Xuezhe Ma, Eduard H. Hovy
Neural Probabilistic Model for Non-projective MST Parsing. CoRR (2017)
Xuezhe Ma, Eduard H. Hovy
Neural Probabilistic Model for Non-projective MST Parsing. IJCNLP(1) (2017)
Qizhe Xie, Xuezhe Ma, Zihang Dai, Eduard H. Hovy
An Interpretable Knowledge Transfer Model for Knowledge Base Completion. ACL (1) (2017)
Xuezhe Ma, Pengcheng Yin, Jingzhou Liu, Graham Neubig, Eduard H. Hovy
Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML. CoRR (2017)
Hans Chalupsky, Jun Araki, Eduard H. Hovy, Andrew Hsi, Zhengzhong Liu, Xuezhe Ma, Evangelia Spiliopoulou, Shuxin Yao
Multi-lingual Extraction and Integration of Entities, Relations, Events and Sentiments into ColdStart++ KBs with the SAFT System. TAC (2017)
Jiarui Xu, Xuezhe Ma, Chen-Tse Tsai, Eduard H. Hovy
STCP: Simplified-Traditional Chinese Conversion and Proofreading. IJCNLP (System Demonstrations) (2017)
Xuezhe Ma, Eduard H. Hovy
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF. CoRR (2016)
Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy
Unsupervised Ranking Model for Entity Coreference Resolution. CoRR (2016)
Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy
Unsupervised Ranking Model for Entity Coreference Resolution. HLT-NAACL (2016)
Xuezhe Ma, Nicolas R. Fauceglia, Yiu-Chang Lin, Eduard H. Hovy
CMU System for Entity Discovery and Linking at TAC-KBP 2016. TAC (2016)
Xuezhe Ma, Eduard H. Hovy
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF. ACL (1) (2016)
Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy, Eric P. Xing
Harnessing Deep Neural Networks with Logic Rules. CoRR (2016)
Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy, Eric P. Xing
Harnessing Deep Neural Networks with Logic Rules. ACL (1) (2016)
Xuezhe Ma, Yingkai Gao, Zhiting Hu, Yaoliang Yu, Yuntian Deng, Eduard H. Hovy
Dropout with Expectation-linear Regularization. CoRR (2016)
Nicolas R. Fauceglia, Yiu-Chang Lin, Xuezhe Ma, Eduard H. Hovy
Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection. EVENTS@HLP-NAACL (2015)
Xuezhe Ma, Eduard H. Hovy
Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing. EMNLP (2015)
Nicolas R. Fauceglia, Yiu-Chang Lin, Xuezhe Ma, Eduard H. Hovy
CMU System for Entity Discovery and Linking at TAC-KBP 2015. TAC (2015)
Xuezhe Ma, Hai Zhao
Probabilistic Models for High-Order Projective Dependency Parsing. CoRR (2015)
Xuezhe Ma, Fei Xia
Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization. ACL (1) (2014)
Xuezhe Ma, Fei Xia
Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data. ACL (2) (2013)
Xuezhe Ma, Hai Zhao
Fourth-Order Dependency Parsing. COLING (Posters) (2012)
Yao Qian, Zhizheng Wu, Xuezhe Ma, Frank K. Soong
Automatic prosody prediction and detection with Conditional Random Field (CRF) models. ISCSLP (2010)
Xuezhe Ma, Xiaotian Zhang, Hai Zhao, Bao-Liang Lu
Dependency Parser for Chinese Constituent Parsing. CIPS-SIGHAN (2010)