CS224d: Deep Learning for Natural Language Processing
Reports for 2015
Project Name
Authors
Classifying responses on online discussion forums
Aaron Abajian
Opinion Tagging Using Deep Recurrent Nets with GRUs
Alex Adamson / Vehbi Deger Turan
Entity Level Sentiment Analysis for Amazon Web Reviews
Y. Ahres / N. Volk
MT using RNNs enriched with Universal
Anonymous
Selecting Best Answers from Question-Answers Pairs
Anonymous
Gender Classification with Deep Learning
Aric Bartle / Jim Zheng
Large Scale Multi-label Text Classification with Semantic Word Vectors
Mark J. Berger
Job Classification Based on LinkedIn Summaries
Eric Boucher / Clement Renault
Exploring Two Extensions to LSTM Machine Translation
James Bradbury
Graph Neural Networks and Boolean Satisfiability
Benedikt Bunz / Matthew Lamm
Quote Attribution for Literary Text with Neural Networks
Arun Chaganty / Grace Muzny
Sentence Extraction for Yelp Review Summarization
Elaina Chai / Neil Gallagher
A Deep Architecture for Coreference Resolution
Xiao Cheng / Rob Voigt
Neural Coreference Resolution
Kevin Clark
Annotating protein secondary structure from sequence
Aaron Cravens / Christopher Probert
NeuralTalk on Embedded System and GPU-accelerated RNN
Subhasis Das / Song Han
Simultaneous Visual and Linguistic Embeddings with CNNs and T-LSTMs
Nick Dufour / Jayant Thatte / Prasanth Veerina
Making a Manageable Email Experience with Deep Learning
Louis Eugene / Isaac Caswell
Quantify customer perception using natural language reviews
Amit Garg / Rahul Venkatraj
Document Embeddings via Recurrent Language Models
Andrew Giel / Ryan Diaz
Classification of EEG with Recurrent Neural Networks
Alex S. Greaves
Japanese-to-English Machine Translation Using Recurrent Neural Networks
Eric Greenstein / Daniel Penner
Formatting Instructions for NIPS 2013
Kyle G Griswold
Sentiment Analysis with Deeply Learned Distributed Representations of Variable Length Texts
James Hong / Michael Fang
Improving Paragraph2Vec
Seokho Hong
Deanonymizing Quora Answers
Pranav Jindal / Ashwin Paranjape
Answering Reading Comprehension Using Memory Networks
Darshan Kapashi / Pararth Shah
Learning Sentence Vector Representations to Summarize Yelp Reviews
Neal Khosla / Vignesh Venkataraman
Convolutional Encoders for Neural Machine Translation
Andrew Lamb / Michael Xie
Restaurant Menu Generation From User Reviews
Guoxing Li / Tianxin Zhao
Conquering vanishing gradient: Tensor Tree LSTM on aspect-sentiment classification
Shenxiu Liu / Qingyun Sun
Application of Neural Networks in the Semantic Parsing Re-Ranking Problem
Reginald Long / Colin Wei
Deep Sentence-Level Authorship Attribution
Stephen Macke / Jason Hirshman
Solving Text Imputation Using Recurrent Neural Networks
Arathi Mani
Aspect Specific Sentiment Analysis of Unstructured Online Reviews
Elliot Marx / Zachary Yellin-Flaherty
Learning Hypernymy over Word Embeddings
Neha Nayak
GRUV: Algorithmic Music Generation using Recurrent Neural Networks
( and video )
Aran Nayebi / Matt Vitelli
Deep Learning For Mathematical Functions
Kesinee Ninsuwan
Humor Detection in Yelp reviews
Luke de Oliveira / Alfredo Lainez Rodrigo
There and Back Again: Autoencoders for Textual Reconstruction
Barak Oshri / Nishith Khandwala
Semantic image search using queries
Shabaz Basheer Patel / Anand Sampat
EqnMaster: Evaluating Mathematical Expressions with Generative Recurrent Networks
Amani V. Peddada / Arthur L. Tsang
Document Similarity using Feed Forward Neural Networks
Jackson Poulos / Leonard Bronner
Deep learning for sentiment analysis of movie reviews
Hadi Pouransari / Saman Ghili
POS tagging of Chinese Buddhist texts using Recurrent Neural Networks
Longlu Qin
Author Attribution with CNN’s
Dylan Rhodes
Bag of Words Meets Bags of Popcorn
Amir Sadeghian / Ali Reza Sharafat
Deep Learning for Semantic Similarity
Adrian Sanborn / Jacek Skryzalin
Recursive Nested Neural Network for Sentiment Analysis
Milad Sharif / Hossein Karkeh Abadi
Modeling Hotel Quality Belief in Natural Language Reviews
Evan Shieh / Alex Zamoshchin
Applications of Deep Learning to Sentiment Analysis of Movie Reviews
Houshmand Shirani-Mehr
Recurrent Recursive Neural Networks for Sentiment Analysis
Amandeep Singh
End-to-End Deep Neural Network for Automatic Speech Recognition
William Song / Jim Cai
Sentiment Analysis on Movie Reviews using Recursive and Recurrent Neural Network Architectures
Aditya Timmaraju / Vikesh Khanna
A Look Into the World of Reddit with Neural Networks
Jason Ting
Deep Learning for Aspect-Based Sentiment Analysis
Bo Wang / Min Liu
We know what you are going to post:
User Status Generation Based on Personality and Topic
Yilun Wang / Shijie Liu
From Movie Reviews to Restaurants Recommendation
Xing Margaret FU / Xiaocheng LI
On the effectiveness and simplicity of linear recursive neural network
Peng Xu / Ruoxi Wang
Wallace: Author Detection via Recurrent Neural Networks
Leon Yao / Derrick Liu
Twitter Sentiment Analysis with Recursive Neural Networks
Ye Yuan / You Zhou
Multiclass Sentiment Prediction using Yelp Business Reviews
April Yu / Daryl Chang
Learning Representations for Relation Classification
Victor Zhong