Search Results for author: Allen Nie

Found 12 papers, 7 papers with code

Play to Grade: Testing Coding Games as Classifying Markov Decision Process

1 code implementation NeurIPS 2021 Allen Nie, Emma Brunskill, Chris Piech

Contemporary coding education often presents students with the task of developing programs that have user interaction and complex dynamic systems, such as mouse based games.

On the Opportunities and Risks of Foundation Models

no code implementations16 Aug 2021 Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Kohd, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, aditi raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang

AI is undergoing a paradigm shift with the rise of models (e. g., BERT, DALL-E, GPT-3) that are trained on broad data at scale and are adaptable to a wide range of downstream tasks.

Transfer Learning

Play to Grade: Grading Interactive Coding Games as Classifying Markov Decision Process

no code implementations1 Jan 2021 Allen Nie, Emma Brunskill, Chris Piech

Contemporary coding education often present students with the task of developing programs that have user interaction and complex dynamic systems, such as mouse based games.

Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition

no code implementations ACL 2020 Yuhui Zhang, Allen Nie

The principle of compositionality has deep roots in linguistics: the meaning of an expression is determined by its structure and the meanings of its constituents.

Pragmatic Issue-Sensitive Image Captioning

1 code implementation Findings of the Association for Computational Linguistics 2020 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.

Image Captioning Question Answering +1

LitGen: Genetic Literature Recommendation Guided by Human Explanations

1 code implementation24 Sep 2019 Allen Nie, Arturo L. Pineda, Matt W. Wright Hannah Wand, Bryan Wulf, Helio A. Costa, Ronak Y. Patel, Carlos D. Bustamante, James Zou

In collaboration with the Clinical Genomic Resource (ClinGen)---the flagship NIH program for clinical curation---we propose the first machine learning system, LitGen, that can retrieve papers for a particular variant and filter them by specific evidence types used by curators to assess for pathogenicity.

Learning to Explain: Answering Why-Questions via Rephrasing

1 code implementation WS 2019 Allen Nie, Erin D. Bennett, Noah D. Goodman

We demonstrate that our strategy is sufficient to generate highly plausible explanations for general open-domain phenomena compared to other models trained on different datasets.

Large-scale Generative Modeling to Improve Automated Veterinary Disease Coding

no code implementations29 Nov 2018 Yuhui Zhang, Allen Nie, James Zou

We compare the performance of our model with several baselines in a challenging cross-hospital setting with substantial domain shift.

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

1 code implementation28 Jun 2018 Allen Nie, Ashley Zehnder, Rodney L. Page, Arturo L. Pineda, Manuel A. Rivas, Carlos D. Bustamante, James Zou

However, clinicians lack the time and resource to annotate patient records with standard medical diagnostic codes and most veterinary visits are captured in free text notes.

From Information Bottleneck To Activation Norm Penalty

no code implementations ICLR 2018 Allen Nie, Mihir Mongia, James Zou

Recently, a regularization method has been proposed to optimize the variational lower bound of the Information Bottleneck Lagrangian.

General Classification Image Classification +1

DisSent: Sentence Representation Learning from Explicit Discourse Relations

3 code implementations12 Oct 2017 Allen Nie, Erin D. Bennett, Noah D. Goodman

Learning effective representations of sentences is one of the core missions of natural language understanding.

Dependency Parsing Natural Language Understanding +1

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