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

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

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

Efficient Subsampling for Training Complex Language Models

Puyang Xu, Asela Gunawardana, Sanjeev Khudanpur

Empirical Methods in Natural Language Processing | July 2011

Publication

MSR-NLP Entry in BioNLP Shared Task 2011

Chris Quirk, Pallavi Choudhury, Michael Gamon, Lucy Vanderwende

BioNLP Shared Task 2011 Workshop, Portland, Oregon, USA | June 2011

Publication

Discovery of Topically Coherent Sentences for Extractive Summarization

Asli Celikyilmaz, Dilek Hakkani-Tür

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL) | June 2011

Publication

Jigs and Lures: Associating Web Queries with Strongly-Typed Entities

Patrick Pantel, Ariel Fuxman

Proceedings of Association for Computational Linguistics – Human Language Technology (ACL-HLT-11) | June 2011

Publication

Learning Discriminative Projections for Text Similarity Measures

Scott Wen-tau Yih, Kristina Toutanova, John Platt, Chris Meek

Fifteenth Conference on Computational Natural Language Learning (CoNLL-2011) | June 2011

Best Paper Award

Publication

Search and Decoding Strategies for Complex Lexical Modeling in LVCSR

Anoop Deoras

June 2011

PhD Thesis: PhD Thesis, Johns Hopkins University | June 2011

Publication

From Bilingual Dictionaries to Interlingual Document Representations

Jagadeesh Jagarlamudi, Hal Daumé III, Raghavendra Udupa

ACL HLT 2011 | June 2011

Publication

High-Order Sequence Modeling for Language Learner Error Detection

Michael Gamon

June 2011

Human language technologies

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