Chunting Zhou

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Graham NeubigCarnegie Mellon University, All Hands AIVerified email at cs.cmu.edu
Xuezhe MaInformation Sciences Institute, University of Southern CaliforniaVerified email at usc.edu
Luke ZettlemoyerUniversity of Washington; MetaVerified email at cs.washington.edu
Junxian HeHong Kong University of Science and TechnologyVerified email at cse.ust.hk
Francis C. M. LauHonorary Professor, The University of Hong KongVerified email at cs.hku.hk
Omer LevyGoogle DeepMindVerified email at google.com
Pengfei LiuAssociate professor at Shanghai Jiao Tong UniversityVerified email at andrew.cmu.edu
Zhiyuan LiuAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Taylor Berg-KirkpatrickUniversity of California San DiegoVerified email at ucsd.edu
Marjan GhazvininejadResearch Scientist, FAIR (Facebook AI Research)Verified email at fb.com
Xiang KongCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Jiatao GuApple AI/ML (MLR)Verified email at apple.com
Mona DiabProfessor & Director of Language Technologies Institute, Carnegie Mellon University, ACL FellowVerified email at andrew.cmu.edu
Pengcheng YinGoogle DeepmindVerified email at google.com
Paul MichelResearch Scientist, DeepMindVerified email at deepmind.com
David MortensenCarnegie Mellon UniversityVerified email at cs.cmu.edu
Aditi ChaudharyGoogle Research, Carnegie Mellon UniversityVerified email at google.com
Di WangWoobo Inc., Carnegie Mellon UniversityVerified email at cs.cmu.edu
Junjie HuAssistant Professor, University of Wisconsin-MadisonVerified email at wisc.edu
Francisco (Paco) GuzmánResearch Scientist - Facebook AI

Chunting Zhou

Facebook AI Research

Verified email at meta.com - Homepage

Natural Language Processing Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A C-LSTM neural network for text classification C Zhou, C Sun, Z Liu, F Lau arXiv preprint arXiv:1511.08630, 2015	1215	2015
Towards a unified view of parameter-efficient transfer learning J He, C Zhou, X Ma, T Berg-Kirkpatrick, G Neubig ICLR 2022, 2022	782	2022
Lima: Less is more for alignment C Zhou, P Liu, P Xu, S Iyer, J Sun, Y Mao, X Ma, A Efrat, P Yu, L Yu, ... NeurIPS 2024, 2024	645	2024
Understanding knowledge distillation in non-autoregressive machine translation C Zhou, G Neubig, J Gu ICLR 2020, 2019	231	2019
Flowseq: Non-autoregressive conditional sequence generation with generative flow X Ma, C Zhou, X Li, G Neubig, E Hovy EMNLP 2019, 2019	211	2019
Detecting hallucinated content in conditional neural sequence generation C Zhou, G Neubig, J Gu, M Diab, P Guzman, L Zettlemoyer, ... ACL-Findings 2021, 2020	177	2020
In-context Examples Selection for Machine Translation S Agrawal, C Zhou, M Lewis, L Zettlemoyer, M Ghazvininejad ACL-Findings 2023, 2022	151	2022
Mega: moving average equipped gated attention X Ma, C Zhou, X Kong, J He, L Gui, G Neubig, J May, L Zettlemoyer ICLR 2023, 2022	141*	2022
Self-alignment with instruction backtranslation X Li, P Yu, C Zhou, T Schick, O Levy, L Zettlemoyer, J Weston, M Lewis arXiv preprint arXiv:2308.06259, 2023	136	2023
Luna: Linear Unified Nested Attention X Ma, X Kong, S Wang, C Zhou, J May, H Ma, L Zettlemoyer NeurIPS 2021, 2021	130	2021
Structvae: Tree-structured latent variable models for semi-supervised semantic parsing P Yin, C Zhou, J He, G Neubig ACL 2018, 2018	121	2018
FacTool: Factuality Detection in Generative AI--A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios I Chern, S Chern, S Chen, W Yuan, K Feng, C Zhou, J He, G Neubig, ... arXiv preprint arXiv:2307.13528, 2023	98	2023
Multi-space variational encoder-decoders for semi-supervised labeled sequence transduction C Zhou, G Neubig ACL 2017, 2017	73	2017
Prompt Consistency for Zero-Shot Task Generalization C Zhou, J He, X Ma, T Berg-Kirkpatrick, G Neubig EMNLP-Finding 2022, 2022	66	2022
Examining and Combating Spurious Features under Distribution Shift C Zhou, X Ma, P Michel, G Neubig ICML 2021, 2021	64	2021
Adapting word embeddings to new languages with morphological and phonological subword representations A Chaudhary, C Zhou, L Levin, G Neubig, DR Mortensen, JG Carbonell EMNLP 2018, 2018	61	2018
Density matching for bilingual word embedding C Zhou, X Ma, D Wang, G Neubig NAACL 2019, 2019	43	2019
MAE: Mutual posterior-divergence regularization for variational autoencoders X Ma, C Zhou, E Hovy ICLR 2019, 2019	39	2019
Mart: Improving llm safety with multi-round automatic red-teaming S Ge, C Zhou, R Hou, M Khabsa, YC Wang, Q Wang, J Han, Y Mao arXiv preprint arXiv:2311.07689, 2023	38	2023
Handling syntactic divergence in low-resource machine translation C Zhou, X Ma, J Hu, G Neubig EMNLP 2019, 2019	33	2019

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