🧑‍🔬 Chunting Zhou — all works

29 works · ← Chunting Zhou

1. Towards a Unified View of Parameter-Efficient Transfer LearningarXiv:2110.04366Junxian He, Chunting Zhou, Xuezhe Ma, et al.2021 · 619 citations
2. In-context Examples Selection for Machine TranslationFindings of the Association for Computational LinguisticsSweta Agrawal, Chunting Zhou, Mike Lewis, et al.2023 · 243 citations
3. Detecting Hallucinated Content in Conditional Neural Sequence GenerationFindings of the Association for Computational LinguisticsChunting Zhou, Graham Neubig, Jiatao Gu, et al.2021 · 232 citations
4. FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative FlowConference on Empirical Methods in Natural Language Processing (EMNLP)Xuezhe Ma, Chunting Zhou, Xian Li, et al.2019 · 218 citations
5. FacTool: Factuality Detection in Generative AI — A Tool Augmented Framework for Multi-Task and Multi-Domain ScenariosarXiv:2307.13528I-Chun Chern, Steffi Chern, Shiqi Chen, et al.2023 · 160 citations
6. Self-Alignment with Instruction BacktranslationarXiv:2308.06259Xian Li, Ping Yu, Chunting Zhou, et al.2023 · 139 citations
7. Understanding Knowledge Distillation in Non-autoregressive Machine Translation ↗arXiv (Cornell University) · no summary yetChunting Zhou, Graham Neubig, Jiatao Gu2019 · 128 citations
8. StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetPengcheng Yin et al.2018 · 122 citations
9. Mega: Moving Average Equipped Gated Attention ↗arXiv (Cornell University) · no summary yetXuezhe Ma et al.2022 · 103 citations
10. Luna: Linear Unified Nested Attention ↗arXiv (Cornell University) · no summary yetXuezhe Ma et al.2021 · 90 citations
11. Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetAditi Chaudhary et al.2018 · 86 citations
12. Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model ↗arXiv:2408.11039 · no summary yetChunting Zhou et al.2024 · 83 citations
13. Prompt Consistency for Zero-Shot Task Generalization ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetChunting Zhou et al.2022 · 83 citations
14. MART: Improving LLM Safety with Multi-round Automatic Red-TeamingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Suyu Ge, Chunting Zhou, Rui Hou, et al.2024 · 82 citations
15. Byte Latent Transformer: Patches Scale Better Than Tokens ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetArtidoro Pagnoni et al.2025 · 73 citations
16. Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChunting Zhou, Graham Neubig2017 · 68 citations
17. In-context Pretraining: Language Modeling Beyond Document BoundariesarXiv:2310.10638Weijia Shi, Sewon Min, Maria Lomeli, et al.2023 · 61 citations
18. Training Trajectories of Language Models Across Scales ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMengzhou Xia et al.2023 · 60 citations
19. Density Matching for Bilingual Word Embedding ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetChunting Zhou et al.2019 · 44 citations
20. Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetSameer Jain et al.2023 · 37 citations
21. Handling Syntactic Divergence in Low-resource Machine TranslationChunting Zhou, Xuezhe Ma, Junjie Hu, et al.Machine translation · 33 citations
22. Morphological Inflection Generation with Multi-space Variational Encoder-Decoders ↗Proceedings of the CoNLL SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection · no summary yetChunting Zhou, Graham Neubig2017 · 29 citations
23. Distributionally Robust Multilingual Machine Translation ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetChunting Zhou et al.2021 · 26 citations
24. Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models ↗arXiv:2411.04996 · Transactions on Machine Learning Research (2025), ISSN: 2835-8856 · no summary yetWeixin Liang et al.2024 · 25 citations
25. Examining and Combating Spurious Features under Distribution Shift ↗arXiv (Cornell University) · no summary yetChunting Zhou et al.2021 · 24 citations
26. Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length ↗neural information processing systems · no summary yetXuezhe Ma et al.2024 · 20 citations
27. CAT: Content-Adaptive Image Tokenization ↗neural information processing systems · no summary yetJun-Hong Shen et al.2025 · 6 citations
28. ALMA: Alignment with Minimal Annotation ↗arXiv (Cornell University) · no summary yetMichihiro Yasunaga et al.2024 · 6 citations
29. The ARIEL-CMU Systems for LoReHLT18 ↗arXiv (Cornell University) · no summary yetAditi Chaudhary et al.2019 · 6 citations

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