Posts by Collection

portfolio

publications

Multi-lingual Evaluation of Code Generation Models

Published in ICLR, 2023

Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, and Bing Xiang.

[Paper]  [Code]

talks

Multi-Task Machine Learning

Published:

I will talk about multi-task learning methods and some recent works in deep learning.

Context Attentive Document Ranking and Query Suggestion

Published:

In this talk, I will introduce a Context Attentive Document Ranking and Query Suggestion Model based on a two-level hierarchical recurrent neural network to learn search context representation of individual queries, search tasks, and corresponding dependency structure.

teaching