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

Event

NAACL 2022

July 10, 2022 – July 15, 2022 | Seattle, Washington

Microsoft is proud to be a sponsor of the 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (opens in new tab). Contributions include 29 accepted papers, 2 tutorials, and…

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

A Good Prompt Is Worth Millions of Parameters? Low-resource Prompt-based Learning for Vision-Language Models

Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren

ACL 2022 | July 2022

Publication

Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention

Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang

IJCAI 2022 | July 2022

human parity result on CommonsenseQA

Publication

RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion

Dacheng Yin, Chuanxin Tang, Yanqing Liu, Xiaoqiang Wang, Zhiyuan Zhao, Yucheng Zhao, Zhiwei Xiong, Sheng Zhao, Chong Luo

Interspeech 2022 | July 2022

PrePrint

Publication

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval

Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei

ACL 2023 | July 2022

Publication

INK: Intensive Neural Knowledge

James Park, Qiuyuan Huang, Yonatan Bisk, Jianwei Yang, Subhojit Som, Ali Farhadi, Yejin Choi, Jianfeng Gao

MSR-TR-2022-38 | July 2022

Published by Microsoft MSR-TR-2022-38

Project

Human language technologies

Highlights