1 code implementation • ACL 2022 • Michelle Yuan, Patrick Xia, Chandler May, Benjamin Van Durme, Jordan Boyd-Graber
Active learning mitigates this problem by sampling a small subset of data for annotators to label.
no code implementations • EACL 2021 • Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, Benjamin Van Durme
We present LOME, a system for performing multilingual information extraction.
1 code implementation • NAACL 2019 • Chandler May, Alex Wang, Shikha Bordia, Samuel R. Bowman, Rachel Rudinger
The Word Embedding Association Test shows that GloVe and word2vec word embeddings exhibit human-like implicit biases based on gender, race, and other social constructs (Caliskan et al., 2017).
2 code implementations • 24 Apr 2017 • Chandler May, Kevin Duh, Benjamin Van Durme, Ashwin Lall
We develop a streaming (one-pass, bounded-memory) word embedding algorithm based on the canonical skip-gram with negative sampling algorithm implemented in word2vec.
no code implementations • 13 Aug 2016 • Chandler May, Ryan Cotterell, Benjamin Van Durme
Topic models are typically represented by top-$m$ word lists for human interpretation.