Richard Socher

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I like paramotor adventures, traveling and photography.

Papers256 papers

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JOINT MANY-TASK NEURAL NETWORK MODEL FOR MULTIPLE NATURAL LANGUAGE PROCESSING (NLP) TASKS

K Hashimoto, C Xiong,R Socher

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GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing

Tao Yu,Chien-Sheng Wu,Xi Victoria Lin, Bailin Wang,Yi Chern Tan, Xinyi Yang,Dragomir Radev,Richard Socher,Caiming Xiong

ICLR 2021, (2021)

Bibtex

Deep learning-enabled medical computer vision

Andre Esteva, Katherine Chou, Serena Yeung, Nikhil Naik, Ali Madani, Ali Mottaghi, Yun Liu, Eric Topol,Jeff Dean,Richard Socher

Cited by1Bibtex

Two-Stage Online Detection of Action Start In Untrimmed Videos

Gao Mingfei,Socher Richard, Xiong Caiming

Bibtex

An investigation of phone-based subword units for end-to-end speech recognition

Wang Weiran, Zhou Yingbo,Xiong Caiming,Socher Richard

Cited by3Bibtex

Prediction-Correction Approach to Zero Shot Learning

L Hu, C Xiong,R Socher

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Adaptive Attention Model for Image Captioning

LU Jiasen, C Xiong,R Socher

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Structured Text Translation

K Hashimoto, R Buschiazzo, J Bradbury, T Marshall, C Xiong,R Socher

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Natural language processing using a neural network

B Mccann, C Xiong,R Socher

Cited by12Bibtex

Data privacy protected machine learning systems

L Sun, C Xiong, J Li,R Socher

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Efficient Off-Policy Credit Assignment

H Liu,R Socher, C Xiong

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Unsupervised non-parallel speech domain adaptation using a multi-discriminator adversarial network

E Hosseini-Asl, C Xiong, Y Zhou,R Socher

Cited by2Bibtex

Systems and methods for unifying question answering and text classification via span extraction

NS Keskar, B McCann,R Socher, C Xiong

Bibtex

Natural language processing using context specific word vectors

B McCann, C Xiong,R Socher

Cited by12Bibtex

Systems and Methods for Reading Comprehension for a Question Answering Task

A Akari, K Hashimoto,R Socher, C Xiong

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Robustness Evaluation via Natural Typos

L Sun, K Hashimoto, J Li,R Socher, C Xiong

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Sentinel gate for modulating auxiliary information in a long short-term memory (lstm) neural network

LU Jiasen, C Xiong,R Socher

Cited by32Bibtex

Dye-sensitized solar cells under Ambient Light Powering Machine Learning: Towards autonomous smart sensors for Internet of Things

Hannes Michaels, Michael Rinderle, Richard Freitag, Iacopo Benesperi,Tomas Edvinsson,Richard Socher,Alessio Gagliardi,Marina Freitag

CHEMICAL SCIENCE, no. 11 (2020): 2895.0-2906.0

Cited by21Bibtex

Non-Autoregressive Dialog State Tracking

Hung Le,Steven C.H. Hoi,Richard Socher

international conference on learning representations, (2020)

Cited by7Bibtex

DivideMix: Learning with Noisy Labels as Semi-supervised Learning

Junnan Li, Steven C.H. Hoi,Richard Socher

international conference on learning representations, (2020)

Cited by16Bibtex

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Papers256 papers

Richard Socher