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

On the Calibration of Massively Multilingual Language Models

Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury

EMNLP 2022 | October 2022

Publication

Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning

Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, SM Yiu, Nan Duan

EMNLP 2022 | October 2022

Publication

Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis

Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan

EMNLP 2022 | October 2022

Publication

LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation

Hongcheng Guo, Jiaheng Liu, Haoyang Huang, Jian Yang, Zhoujun Li, Dongdong Zhang, Furu Wei

EMNLP 2022 | October 2022

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Publication

Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt

Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang

EMNLP 2022 | October 2022

Video

Microsoft Research 2022 Global PhD Fellowship Recipients

October 13, 2022 | Kangle Deng, Paulo Freitas de Araujo Filho, Simla Harma, Hugo Lefeuvre, Yuji Roh, Hasnae Zerouaoui, Yijia Zhang, Ge Zhang

Meet some of 2022 Microsoft Research PhD Fellowship recipients from around the world. The Microsoft Research PhD Fellowship is a global program that identifies and empowers the next generation of exceptional computing research talent. Microsoft…