Mohd Abbas Zaidi

Research Engineer
@ NLP lab, Samsung Research Seoul
UG at IIT Kanpur
Links : CV, Linkedin
Bio, Scholar
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About Me

As a researcher at Samsung, I have worked on a wide range of NLP tasks which include:
Automatic Speech Recognition, Machine Translation (Text and Speech), Text to Speech, Question Answering, and Neural Information Retrieval.
Recently, my research work has been focussed towards Open-domain Question Answering task.
If you are interested to know more about my work, you can have a look at my recent publications.
Feel free to contact me for any queries/discussions.

Publications

Links: Google Scholar/Semantic Scholar

  • [Oct 2022] - FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering,
    Akhil Kedia, Mohd Abbas Zaidi, Haejun Lee
    Accepted at EMNLP 2022 [Paper(arxiv)]

  • [Oct 2021] - Cross-Modal Decision Regularization for Simultaneous Speech Translation,
    Mohd Abbas Zaidi*, Beomseok Lee*, Sangha Kim, Chanwoo Kim
    Accepted at Interspeech 2022 (Oral) [Paper(IS version)] [Paper(arxiv)]

  • [Sep 2021] - Infusing Future Information into Monotonic Attention Through Language Models,
    Mohd Abbas Zaidi*, Sathish Indurthi*, Beomseok Lee, Nikhil Kumar, Sangha Kim
    Accepted at NAACL 2022 [Paper(arxiv)]

  • [Jan 2021] - Task Aware Multi-Task Learning for Speech to Text Tasks,
    Sathish Indurthi*, Mohd Abbas Zaidi*, Nikhil Kumar, Beomseok Lee, Hyojung Han, Seokchan Ahn, Sangha Kim, Chanwoo Kim, Inchul Hwang
    Accepted at ICASSP 2021

  • [Jan 2021] - Faster Re-translation Using Non-Autoregressive Model For Simultaneous Neural Machine Translation,
    Hyojung Han, Sathish Indurthi, Mohd Abbas Zaidi, Nikhil Kumar, Beomseok Lee, Sangha Kim, Chanwoo Kim, Inchul Hwang
    [Paper(arxiv)]

  • [Jul 2020] - End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning,
    Houjeung Han, Mohd Abbas Zaidi, Sathish Indurthi, Nikhil Kumar, Beomseok Lee, Sangha Kim,
    Accepted at ACL-IWSLT 2020 [Paper]

  • [July 2020] - End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning,
    Nikhil Kumar, Beomseok Lee, Sathish Indurthi, Houjeung Han, Mohd Abbas Zaidi, Sangha Kim
    Accepted at ACL-IWSLT 2020 [Paper]

  • [May 2020] - Hierarchical Trellis Based Decoder for Total Variation Sequence Detection (TVSD) in Space-Time Trellis Coded (STTC) Wireless Image/Video Communication
    Ankit Kudeshia, Mohd Abbas Zaidi, Aditya Jagannatham, Chandra Prakash
    Published at IEEE Access Journal [Paper]