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Published Date

Project

Explore-Exploit Learning @MSR-NYC

This is an umbrella project for machine learning with explore-exploit tradeoff: the trade-off between acquiring and using information. This is a mature, yet very active, research area studied in Machine Learning, Theoretical Computer Science, Operations…

Publication

Crowdsourcing Gold-HIT Creation at Scale: Challenges and Adaptive Exploration Approaches (Position Paper)

Ittai Abraham, Omar Alonso, Vasilis Kandylas, Rajesh Patel, Steven Shelford, Aleksandrs Slivkins, Hai Wu

MSR-TR-2013-106 | October 2013

Project

Publication

Latent Semantic Modeling for Slot Filling in Conversational Understanding

Gokhan Tur, Asli Celikyilmaz, Dilek Hakkani-Tür

October 2013

Publication

Using Deep Stacking Network to Improve Structured Compressed Sensing with Multiple Measurement Vectors

Hamid Palangi, Rabab Ward, Li Deng

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | October 2013

Publication

Easy Contextual Intent Prediction and Slot Detection

Aditya Bhargava, Asli Celikyilmaz, Dilek Hakkani-Tür, Ruhi Sarikaya

Acoustics, Speech, and Signal Processing – ICASSP | October 2013

Publication

A Hierarchical Entity-based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers

Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R Lyu

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing | October 2013

Project

Publication

A comparison of machine learning techniques for handwritten Xam word recognition

Kyle Williams, Jorgina K. do R. Paihama, Hussein Suleman

Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference | October 2013

ISBN: 978-1-4503-2112-9

Best Paper Award

Tool

Powergrading Short Answer Grading Corpus

This corpus contains the original data analyzed in the following paper: Basu, Jacobs, and Vanderwende, “Powergrading: a Clustering Approach to Amplify Human Effort for Short Answer Grading,” Transactions of the ACL, 2013. It consists of…

Access

Publication

Generalized Thompson Sampling for Contextual Bandits

Lihong Li

MSR-TR-2013-136 | October 2013

Project

Publication

Joint Language and Translation Modeling with Recurrent Neural Networks

Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig

Proc. of EMNLP | October 2013

Project

Artificial Intelligence

Highlights