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

Separating Speaker and Environmental Variability Using Factored Transforms

Mike Seltzer, Alex Acero

Interspeech | August 2011

Publication

Empirical Evaluation and Combination of Advanced Language Modeling Techniques

Tomas Mikolov, Anoop Deoras, Stefan Kombrink, Lukas Burget, Jan "Honza" Cernocky

Interspeech | August 2011

Interspeech

Project

Publication

Grammatical Error Detection for Corrective Feedback Provision in Oral Conversations

Sungjin Lee, Hyungjong Noh, Kyusong Lee, Gary Geunbae Lee

Twenty-Fifth AAAI Conference on Artificial Intelligence, San Francisco | August 2011

Publication

Domain Adaptation with Ensemble of Feature Groups

Rajhans Samdani, Scott Wen-tau Yih

Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence | July 2011

Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence

Publication

Learning Hash Functions for Cross-View Similarity Search

Shaishav Kumar, Raghavendra Udupa

IJCAI-11 | July 2011

IJCAI-11

Publication

Leveraging Web Query Logs to Learn User Intent Via Bayesian Latent Variable Model

Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur

ICML Workshop on Combining Learning Strategies to Reduce Label Cost | July 2011

Project Project

Publication

A Fast Re-scoring Strategy to Capture Long-Distance Dependencies

Anoop Deoras

Empirical Methods in Natural Language Processing (EMNLP) | July 2011

Project

Publication

Optimal Search for Minimum Error Rate Training

Michel Galley, Chris Quirk

Proc. of Empirical Methods in Natural Language Processing (EMNLP) | July 2011

Best Paper Finalist

Publication

Generalization of CCA via Spectral Embedding

Jagadeesh Jagarlamudi, Raghavendra Udupa, Hal Daumé III

The Learning Workshop along with AISTATS 2011 | July 2011

The Learning Workshop along with AISTATS 2011

Publication

Discriminative Learning of Feature Functions of Generative Type in Speech Translation

Xiaodong He, Li Deng

Workshop on Learning Architectures, Representations, and Optimization for Speech and Visual Information Processing | July 2011

Workshop on Learning Architectures, Representations, and Optimization for Speech and Visual Information Processing

Human language technologies

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