12 citations · 21 across the 2 of their papers we have counts for
3 papers
cs.CL2020
MEEP: An Open-Source Platform for Human-Human Dialog Collection and End-to-End Agent Training
Arkady Arkhangorodsky, Amittai Axelrod, Christopher Chu +6
We create a new task-oriented dialog platform (MEEP) where agents are given considerable freedom in terms of utterances and API calls, but are constrained to work within a push-but…
cs.CL2019★ 9 cited
Data Selection with Cluster-Based Language Difference Models and Cynical Selection
Lucía Santamaría, Amittai Axelrod
We present and apply two methods for addressing the problem of selecting relevant training data out of a general pool for use in tasks such as machine translation. Building on exis…
cs.CL2017★ 12 cited
Cynical Selection of Language Model Training Data
Amittai Axelrod
The Moore-Lewis method of "intelligent selection of language model training data" is very effective, cheap, efficient... and also has structural problems. (1) The method defines re…