Human language technologies

Researching software and systems that bridge the linguistic divide between people and machines to make communicating with computers as natural as speaking with family and friends.

Lydia Nishimwe's MSR Africa, Nairobi seminar

Making Sentence Embeddings Robust to User-Generated Content | Video

Microsoft Research Forum | Episode 3 | Daniela Massiceti

Insights into the Challenges and Opportunities of Large Multi-Modal Models for Blind and Low Vision Users: CLIP

Project GraphRAG | LLM-Derived Knowledge Graphs

Microsoft Research Forum | Episode 3 | panel discussion

PARIKSHA: A Scalable, Democratic, Transparent Evaluation Platform for Assessing Indic Large Language Models

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Published Date

Publication

Multilingual Acoustic Modeling for Speech Recognition based on Subspace Gaussian Mixture Models

Lukas Burget, Petr Schwarz, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra Goel, Martin Karafiat, Daniel Povey, Ariya Rastrow, Richard C. Rose, Samuel Thomas

ICASSP | January 2010

Publication

Resource Creation for Training and Testing of Transliteration Systems for Indian Languages

Sowmya V. B, Monojit Choudhury, Kalika Bali, Tirthankar Dasgupta, Anupam Basu

Proceedings of the Language Resource and Evaluation Conference (LREC) 2010 | January 2010

Publication

Approaches to automatic lexicon learning with limited training examples

Daniel Povey

ICASSP | January 2010

Publication

An Overview of Modern Speech Recognition

Xuedong Huang, Li Deng

Handbook of Natural Language Processing, Second Edition, Chapter 15 (ISBN: 1420085921) | Published by Chapman & Hall/CRC | 2010 | Handbook of Natural Language Processing, Second Edition, Chapter 15 (ISBN: 1420085921) edition

Publication

Modeling Discrete Combinatorial Systems as Alphabetic Bipartite Networks: Theory and Applications

Monojit Choudhury, Niloy Ganguly, Abyayanda Maiti, Animesh Mukherjee, Lutz Brusch, Andreas Deutsch, Fernando Peruani

Physical Review E | January 2010, Vol 81: pp. 36103

Publication

Recognizing Textual Entailment: Rational, Evaluation And Approaches

Ido Dagan, Bill Dolan, Bernardo Magnini, Dan Roth

Journal of Natural Language Engineering | January 2010, Vol 4

Publication

Incorporating Lexical Priors into Topic Models

Jagadeesh Jagarlamudi, Raghavendra Udupa, Hal Daume III

5th Annual Machine Learning Symposium, NY, 2010 | January 2010

Publication

A Novel Estimation of Feature-space MLLR for Full Covariance Models

Arnab Ghoshal, Daniel Povey, Mohit Agarwal, Pinar Akyazi, Lukas Burget, Kai Feng, Ondrej Glembek, Nagendra Goel, Martin Karafiat, Ariya Rastrow, Richard C. Rose, Petr Schwarz

ICASSP | January 2010

Publication

Hierarchical Probabilistic Segmentation of Discrete Events

Chris Meek, Guy Shani, Asela Gunawardana

IEEE International Conference on Data Mining | December 2009

Publication

Importing Human Tutor’s Conversation Strategy into Dialog Systems for Language Learning using Fuzzy Logic

Sungjin Lee, Hyungjong Noh, Jonghoon Lee, Gary Geunbae Lee

Proceedings of the international workshop on spoken dialog systems (IWSDS2009), Germany | December 2009

Human language technologies

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