Human language technologies

Advancing how machines understand and generate human language across speech, text, and translation.

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发布日期

论文与出版物

Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering

Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun

Empirical Methods in Natural Language Processing | December 2022

Best Paper Award at SoCal NLP Symposium 2022

论文与出版物

Clean Text and Full-Body Transformer: Microsoft’s Submission to the WMT22 Shared Task on Sign Language Translation

Subhadeep Dey, Abhilash Pal, Cyrine Chaabani, Oscar Koller

Proceedings of the Seventh Conference on Machine Translation | December 2022

论文与出版物

Retrieval Augmentation for Commonsense Reasoning: A Unified Approach

Wenhao Yu, Chenguang Zhu, Zhihan Zhang, Shuohang Wang, Zhuosheng Zhang, Yuwei Fang, Meng Jiang

Empirical Methods in Natural Language Processing (EMNLP) 2022 | December 2022

论文与出版物

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems

Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Ben Van Durme, Jason Eisner, Yu Su

EMNLP 2022 | December 2022

论文与出版物

M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design

Hanxue Liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Yu Cheng, Cong Hao, Zhangyang Wang

36th Annual Conference on Neural Information Processing System (NeurIPS 2022) | December 2022

论文与出版物

Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners

Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji

Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022

论文与出版物

REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering

Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan

Conference on Neural Information Processing Systems (NeurIPS) 2022 | November 2022

项目

组

Language for Learning and Interaction | Montréal

Building interactive language agents that make sense of the world’s information Current research being done at Microsoft Research Montréal can be explored on the Froggy team (opens in new tab) page. Building interactive language agents…

论文与出版物

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

Briefings in Bioinformatics | November 2022, 第 23 卷(6)

Github

论文与出版物

Unsupervised Learning of Hierarchical Conversation Structure

Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf

EMNLP 2022 | November 2022