List of works - Richard Socher

A Bayesian Analysis of Dynamics in Free Recall ⬇️

scientific article published in January 2009

A Deep Reinforced Model for Abstractive Summarization ⬇️

scientific article (publication date: 19 May 2017)

A Flexible Approach to Automated RNN Architecture Generation ⬇️

scientific article published on 20 December 2017

A Simple Language Model for Task-Oriented Dialogue ⬇️

scientific article published in November 2020

Better Word Representations with Recursive Neural Networks for Morphology ⬇️

scientific article published in August 2013

Biological data annotation via a human-augmenting AI-based labeling system

scientific article published on 07 October 2021

COVID-19 Growth Rate Decreases with Social Capital

scientific article published on 29 April 2020

CTRL: A Conditional Transformer Language Model for Controllable Generation ⬇️

scientific article published on 20 September 2019

Convolutional-Recursive Deep Learning for 3D Object Classification ⬇️

scientific article published in January 2012

Deep learning-enabled breast cancer hormonal receptor status determination from base-level H&E stains

scientific article published on 16 November 2020

Deep learning-enabled medical computer vision

publication published on 08 January 2021

Dye-sensitized solar cells under ambient light powering machine learning: towards autonomous smart sensors for the internet of things

scientific article published on 13 February 2020

Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection ⬇️

scientific article published in January 2011

GloVe: Global Vectors for Word Representation ⬇️

scholarly article instroducing GloVe

Global Belief Recursive Neural Networks ⬇️

scientific article published in January 2014

ImageNet: A large-scale hierarchical image database

scientific article from CVPR 2009

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks ⬇️

scientific article published on 30 May 2015

Improving Word Representations via Global Context and Multiple Word Prototypes ⬇️

scientific article published in July 2012

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards ⬇️

Large language models generate functional protein sequences across diverse families

scientific article from 2023

Learned in Translation: Contextualized Word Vectors ⬇️

scientific article published in January 2017

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering ⬇️

scholarly article published 24 November 2019

Learning when to skim and when to read ⬇️

scientific article published on 15 December 2017

Online Structured Meta-learning ⬇️

scientific article published in November 2020

Quasi-Recurrent Neural Networks ⬇️

scientific article published on 21 November 2016

Reasoning With Neural Tensor Networks for Knowledge Base Completion ⬇️

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank ⬇️

scientific article (publication date: 2013)

Semi-supervised recursive autoencoders for predicting sentiment distributions

Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning ⬇️

scholarly article published 9 November 2017

The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning

scientific article published on 10 August 2021

The AI Economist: Taxation policy design via two-level deep multiagent reinforcement learning

scientific article published on 04 May 2022

The Natural Language Decathlon: Multitask Learning as Question Answering ⬇️

scientific article

List of works by Richard Socher