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

Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations

Akiko I. Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla

NAACL 2022 (The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies) | July 2022

Project

Publication

On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning

Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | July 2022

Publication

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation

Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie (xingx)

Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | July 2022

Publication

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei

IEEE Journal of Selected Topics in Signal Processing | July 2022, Vol 16(6): pp. 1505-1518

Publication