34 citations · 114 across the 20 of their papers we have counts for
Showing 2016 · cs.CLShow all
3 papers · 2 filters
cs.CL2016★ 8 cited
Reasoning with Memory Augmented Neural Networks for Language Comprehension
Tsendsuren Munkhdalai, Hong Yu
Hypothesis testing is an important cognitive process that supports human reasoning. In this paper, we introduce a computational hypothesis testing approach based on memory augmente…
cs.CL2016★ 27 cited
Structured prediction models for RNN based sequence labeling in clinical text
Abhyuday Jagannatha, Hong Yu
Sequence labeling is a widely used method for named entity recognition and information extraction from unstructured natural language data. In clinical domain one major application…
cs.CL2016★ 3 cited
Building an Evaluation Scale using Item Response Theory
John P. Lalor, Hao Wu, Hong Yu
Evaluation of NLP methods requires testing against a previously vetted gold-standard test set and reporting standard metrics (accuracy/precision/recall/F1). The current assumption…