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

Activity Modeling in Email

Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel

The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016

Tool

Diverse Algebra Word Problem Dataset with Derivation Annotations

This dataset provides training and testing examples for solving algebra word problems automatically. It consists of over 2000 algebra word problems. Each word problem is annotated with the full derivation (template + alignments) of the…

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Publication

E-TIPSY: Search Query Corpus Annotated with Entities, Term Importance, POS Tags, and Syntactic Parses

Yuval Marton, Kristina Toutanova

LREC | May 2016

Tool

WebQuestions Semantic Parses Dataset

The WebQuestionsSP dataset is released as part of our ACL-2016 paper “The Value of Semantic Parse Labeling for Knowledge Base Question Answering”, in which we evaluated the value of gathering semantic parses, vs. answers, for…

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Publication

CaTeRS: Causal and Temporal Relation Scheme

Nasrin Mostafazadeh, Alyson Grealish, Nathanael Chambers, James Allen, Lucy Vanderwende

Proceedings of the 4th Event Workshop at NAACL HTL | May 2016

Publication

Reasoning in Vector Space: An Exploratory Study of Question Answering

Moontae Lee, Xiaodong He, Scott Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky

Proceedings of the International Conference on Learning Representations (ICLR) 2016 | May 2016

Publication

“With most of it being pictures now, I rarely use it”: Understanding Twitter’s Evolving Accessibility to Blind Users

Meredith Ringel Morris, Annuska Perkins, Catherine Yao, Sina Bahram, Jeffrey P. Bigham, Shaun K. Kane

Proceedings of CHI 2016 | May 2016

Project

Publication

Functions of Code-Switching in Tweets: An Annotation Scheme and Some Initial Experiments

Rafiya Begum, Kalika Bali, Monojit Choudhury, Koustav Rudra, Niloy Ganguly

LREC | May 2016

Project

Publication

Score-based inverse reinforcement learning

Layla El Asri, Bilal Piot, Matthieu Geist, Romain Laroche, Olivier Pietquin

Proceedings of AAMAS | May 2016

Publication

Program Synthesis Using Natural Language

Aditya Desai , Sumit Gulwani, Vineet Hingorani , Nidhi Jain , Amey Karkare , Mark Marron, Sailesh R , Subhajit Roy

ICSE ’16 Proceedings of the 38th International Conference on Software Engineering | May 2016

Project

Human language technologies

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