no code implementations • 14 Apr 2024 • Taehyeon Kim, Ananda Theertha Suresh, Kishore Papineni, Michael Riley, Sanjiv Kumar, Adrian Benton
Despite the remarkable strides made by autoregressive language models, their potential is often hampered by the slow inference speeds inherent in sequential token generation.
no code implementations • 19 May 2021 • Seungyeon Kim, Daniel Glasner, Srikumar Ramalingam, Cho-Jui Hsieh, Kishore Papineni, Sanjiv Kumar
It is generally believed that robust training of extremely large networks is critical to their success in real-world applications.
1 code implementation • EMNLP 2020 • Michal Lukasik, Boris Dadachev, Gonçalo Simões, Kishore Papineni
Document and discourse segmentation are two fundamental NLP tasks pertaining to breaking up text into constituents, which are commonly used to help downstream tasks such as information retrieval or text summarization.