Technologies

Natural Language Processing

We train computers to understand and read human text—bridging the translation gap between human languages and computer code—and opening a world of possibilities.

Companies

KITT.AI

KITT.AI

Conversational understanding as a service – acquired by Baidu

Lexion

Lexion

An intelligent Dropbox, for your contracts.

PANDA

PANDA

Get more done, work less, and be happy.

Papers

Modeling Biological Processes for Reading Comprehension

Jonathan Berant, Vivek Srikumar, +5 authors Christopher D. Manning • 1 October 2014

We present PROCESSBANK, a new dataset consisting of descriptions of biological processes, fully-annotated with rich process structures, and accompanied by multiplechoice questions.

Modeling Biological Processes for Reading Comprehension

Jonathan Berant, Vivek Srikumar, +5 authors Christopher D. Manning • 1 October 2014

We present PROCESSBANK, a new dataset consisting of descriptions of biological processes, fully-annotated with rich process structures, and accompanied by multiplechoice questions.

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang • 29 July 2017

We propose to inject corpus-level constraints for calibrating existing structured prediction models and design an algorithm based on Lagrangian relaxation for collective inference for ReducingBiasAmplification in predictions.

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang • 29 July 2017

We propose to inject corpus-level constraints for calibrating existing structured prediction models and design an algorithm based on Lagrangian relaxation for collective inference for ReducingBiasAmplification in predictions.

Opportunities

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