Human language technologies

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

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公開日

Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge

Ian Porada, Alessandro Sordoni, Jackie CK Cheung

NAACL 2022 | July 2022

公開日

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

公開日

UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis

Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL’22) | July 2022

プロジェクト

公開日

Few-Shot Semantic Parsing with Language Models Trained on Code

Richard Shin, Ben Van Durme

NAACL 2022 | July 2022

公開日

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

公開日

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, 巻16(6): pp. 1505-1518

公開日

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

公開日

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

公開日

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

公開日

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

Microsoft MSR-TR-2022-38 による投稿

プロジェクト