Publications

* denotes equal contribution

Please see my  Google Scholar for the most up-to-date list of publications.

2024

  1. arXiv
    RATIONALYST: Pre-training Process-Supervision for Improving Reasoning
    Dongwei Jiang , Guoxuan Wang , Yining Lu , Andrew Wang , Jingyu Zhang , Chuyu Liu , Benjamin Van Durme , and Daniel Khashabi
    arXiv preprint, 2024
  2. arXiv
    To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
    Zayne Sprague , Fangcong Yin , Juan Diego Rodriguez ,  Dongwei Jiang , Manya Wadhwa , Prasann Singhal , Xinyu Zhao , Xi Ye , Kyle Mahowald , and Greg Durrett
    arXiv preprint, 2024
  3. NAACL
    LeanReasoner: Boosting Complex Logical Reasoning with Lean
    Dongwei Jiang , Marcio Fonseca , and Shay B. Cohen
    In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024
  4. EMNLP
    Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
    Nathaniel Weir , Kate Sanders , Orion Weller , Shreya Sharma ,  Dongwei Jiang , Zhengping Jiang , Bhavana Dalvi Mishra , Oyvind Tafjord , Peter A. Jansen , Peter Clark , and Benjamin Van Durme
    CoRR, 2024
  5. arXiv
    SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses
    Dongwei Jiang , Jingyu Zhang , Orion Weller , Nathaniel Weir , Benjamin Van Durme , and Daniel Khashabi
    CoRR, 2024
  6. arXiv
    Benchmarking Language Model Creativity: A Case Study on Code Generation
    Yining Lu , Dixuan Wang , Tianjian Li ,  Dongwei Jiang , and Daniel Khashabi
    CoRR, 2024

2021

  1. ICASSP
    A Further Study of Unsupervised Pretraining for Transformer Based Speech Recognition
    Dongwei Jiang , Wubo Li , Ruixiong Zhang , Miao Cao , Ne Luo , Yang Han , Wei Zou , Kun Han , and Xiangang Li
    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021, 2021
  2. ICASSP
    Transformer Based Unsupervised Pre-Training for Acoustic Representation Learning
    Ruixiong Zhang , Haiwei Wu , Wubo Li ,  Dongwei Jiang , Wei Zou , and Xiangang Li
    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021, 2021
  3. InterSpeech
    Didispeech: A Large Scale Mandarin Speech Corpus
    Tingwei Guo , Cheng Wen ,  Dongwei Jiang , Ne Luo , Ruixiong Zhang , Shuaijiang Zhao , Wubo Li , Cheng Gong , Wei Zou , Kun Han , and Xiangang Li
    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021, 2021
  4. InterSpeech
    Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning
    Dongwei Jiang , Wubo Li , Miao Cao , Wei Zou , and Xiangang Li
    In 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30 - September 3, 2021, 2021

2020

  1. InterSpeech
    TMT: A Transformer-Based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-Aware Dialog
    Wubo Li ,  Dongwei Jiang , Wei Zou , and Xiangang Li
    In 21st Annual Conference of the International Speech Communication Association, Interspeech 2020, Virtual Event, Shanghai, China, October 25-29, 2020, 2020

2019

  1. arxiv
    Improving Transformer-based Speech Recognition Using Unsupervised Pre-training
    Dongwei Jiang , Xiaoning Lei , Wubo Li , Ne Luo , Yuxuan Hu , Wei Zou , and Xiangang Li
    CoRR, 2019

2018

  1. ISCSLP
    Comparable Study Of Modeling Units For End-To-End Mandarin Speech Recognition
    Wei Zou ,  Dongwei Jiang , Shuaijiang Zhao , Guilin Yang , and Xiangang Li
    In 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018, Taipei City, Taiwan, November 26-29, 2018, 2018
  2. ISCSLP
    An Analysis of Decoding for Attention-Based End-to-End Mandarin Speech Recognition
    Dongwei Jiang , Wei Zou , Shuaijiang Zhao , Guilin Yang , and Xiangang Li
    In 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018, Taipei City, Taiwan, November 26-29, 2018, 2018
  3. arxiv
    Towards End-to-End Code-Switching Speech Recognition
    Ne Luo ,  Dongwei Jiang , Shuaijiang Zhao , Caixia Gong , Wei Zou , and Xiangang Li
    CoRR, 2018