Human language technologies

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

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公開日

Breaking trade-offs in speech separation with sparsely-gated mixture of experts

Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka

arXiv:2211.06493 | November 2022

公開日

Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation

Shivanshu Gupta, Sameer Singh, Matt Gardner

EMNLP 2022 | November 2022

公開日

CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation

Abhilasha Ravichander, Matt Gardner, Ana Marasović

EMNLP 2022 | November 2022

公開日

VisToT: Vision-Augmented Table-to-Text Generation

Prajwal Gatti, Anand Mishra, Manish Gupta, Mithun Das Gupta

EMNLP 2022 | November 2022

公開日

Exploring Collection of Sign Language Videos through Crowdsourcing

Danielle Bragg, Abraham Glasser, Fyodor Minakov, Naomi Caselli, William Thies

Conference on Computer Supported Cooperative Work | November 2022

Impact Award

プロジェクト

公開日

IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages

Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar

EMNLP 2022 | November 2022

公開日

Distilled Dual-Encoder Model for Vision-Language Understanding

Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei

EMNLP 2022 | November 2022

公開日

S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking

Yi Yang, Ming-Wei Chang

ACL 2015 | November 2022

アクセス

公開日

When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks

Ankur Sikarwar, Arkil Patel, Navin Goyal

EMNLP 2022 | October 2022

公開日

When Language Model Meets Private Library

Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou

EMNLP 2022 | October 2022