Nelson Liu

Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking

2021 · arXiv (Cornell University)

While neural language models often perform surprisingly well on natural language understanding (NLU) tasks, their strengths and limitations remain poorly understood. Controlled synthetic tasks are thus an increasingly important resource for diagnosing model behavior. In …

AllenNLP: A Deep Semantic Natural Language Processing Platform

2018

Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi, Nelson F. Liu, Matthew Peters, Michael Schmitz, Luke Zettlemoyer. Proceedings of Workshop for NLP Open Source Software (NLP-OSS). 2018.