activity
20172022
most citedData Noising as Smoothing in Neural Network Language Models

173 citations · 181 across the 4 of their papers we have counts for

collaborators

7 papers

cs.LG20223 cited

Giving Feedback on Interactive Student Programs with Meta-Exploration

Evan Zheran Liu, Moritz Stephan, Allen Nie +3

Developing interactive software, such as websites or games, is a particularly engaging way to learn computer science. However, teaching and giving feedback on such software is time…

cs.CL2020

Pragmatic Issue-Sensitive Image Captioning

Allen Nie, Reuben Cohn-Gordon, Christopher Potts

Image captioning systems have recently improved dramatically, but they still tend to produce captions that are insensitive to the communicative goals that captions should meet. To…

cs.CL20191 cited

LitGen: Genetic Literature Recommendation Guided by Human Explanations

Allen Nie, Arturo L. Pineda, Matt W. Wright Hannah Wand +5

As genetic sequencing costs decrease, the lack of clinical interpretation of variants has become the bottleneck in using genetics data. A major rate limiting step in clinical inter…

cs.CL20194 cited

Learning to Explain: Answering Why-Questions via Rephrasing

Allen Nie, Erin D. Bennett, Noah D. Goodman

Providing plausible responses to why questions is a challenging but critical goal for language based human-machine interaction. Explanations are challenging in that they require ma…

cs.CL2018

Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding

Yuhui Zhang, Allen Nie, James Zou

Supervised learning is limited both by the quantity and quality of the labeled data. In the field of medical record tagging, writing styles between hospitals vary drastically. The…

cs.CL2018

DeepTag: inferring all-cause diagnoses from clinical notes in under-resourced medical domain

Allen Nie, Ashley Zehnder, Rodney L. Page +4

Large scale veterinary clinical records can become a powerful resource for patient care and research. However, clinicians lack the time and resource to annotate patient records wit…