1 code implementation • 11 May 2022 • Haokun Liu, Derek Tam, Mohammed Muqeeth, Jay Mohta, Tenghao Huang, Mohit Bansal, Colin Raffel
ICL incurs substantial computational, memory, and storage costs because it involves processing all of the training examples every time a prediction is made.
Ranked #1 on
Few-Shot Text Classification
on RAFT
no code implementations • 16 Dec 2021 • Derek Tam, Surafel M. Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico
We introduce the task of prosody-aware machine translation which aims at generating translations suitable for dubbing.
no code implementations • 14 Jun 2021 • Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang
NLP has achieved great progress in the past decade through the use of neural models and large labeled datasets.
2 code implementations • EMNLP 2021 • Derek Tam, Rakesh R Menon, Mohit Bansal, Shashank Srivastava, Colin Raffel
However, PET uses task-specific unlabeled data.
no code implementations • AKBC 2020 • Derek Tam, Nicholas Monath, Ari Kobren, Andrew McCallum
The hierarchical structure of research organizations plays a pivotal role in science of science research as well as in tools that track the research achievements and output.
1 code implementation • ACL 2019 • Derek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor, Rajarshi Das, Andrew McCallum
We evaluate STANCE's ability to detect whether two strings can refer to the same entity--a task we term alias detection.