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

Speaker Change Detection for Transformer Transducer ASR

Jian Wu, Zhuo Chen, Min Hu, Xiong Xiao, Jinyu Li

June 2023

Publication

Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition

Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang

ICASSP | June 2023

Publication

IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages

Jay Gala, Pranjal A. Chitale, AK Raghavan, Sumanth Doddapaneni, Varun Gumma, Aswanth Kumar, J. Nawale, Anupama Sujatha, Ratish Puduppully, Vivek Raghavan, Pratyush Kumar, Mitesh M. Khapra, Raj Dabre, Anoop Kunchukuttan

Transactions on Machine Learning Research | May 2023, Vol abs/2305.16307

Publication

Uncovering and Quantifying Social Biases in Code Generation

Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho

NeurIPS 2023 | May 2023

Publication

PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents

Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer

May 2023

Publication

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata (Subho) Mukherjee, Yuchen Liu, Dongkuan Xu

arXiv: Computation and Language | May 2023

Publication

Any-to-Any Generation via Composable Diffusion

Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal

NeurIPS 2023 | May 2023

Microsoft Research Blog

Achieving Zero-COGS with Microsoft Editor Neural Grammar Checker

May 18, 2023 | Tao Ge, Ting Cao, Si-Qing Chen, Qiong(Emma) Ning

Microsoft Editor provides AI-powered writing assistance to millions of users around the world. One of its features that writers of all levels and domains rely on is the grammar checker, which detects grammar errors in…

black male sitting at a table working on a laptop

Publication

Small Models are Valuable Plug-ins for Large Language Models

Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian McAuley

May 2023

Microsoft Research Blog

Large-language models for automatic cloud incident management

May 16, 2023 | Rujia Wang, Chetan Bansal, Supriyo GHOSH, Tom Zimmermann, Xuchao Zhang, Saravan Rajmohan

This research was accepted by the IEEE/ACM International Conference on Software Engineering (ICSE) (opens in new tab), which is a forum for researchers, practitioners, and educators to gather, present, and discuss the most recent innovations,…

Human language technologies

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