Human language technologies

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

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公開日

Sentence-Permuted Paragraph Generation

Wenhao Yu, Chenguang Zhu, Tong Zhao, Zhichun Guo, Meng Jiang

Empirical Methods in Natural Language Processing (EMNLP) 2021 | April 2021

公開日

Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching

Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki

Interspeech 2021 | April 2021

公開日

QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization

Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev

NAACL | April 2021

公開日

UniDrop: A Simple Yet Effective Technique to Improve Transformer without Extra Cost

Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu

April 2021

arXiv | April 2021

公開日

Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections

Ruiqi Zhong, Kristy Lee, Zheng Zhang, Dan Klein

Empirical Methods in Natural Language Processing | April 2021

公開日

GCM: A Toolkit for Generating Synthetic Code-mixed Text

Mohd Sanad Zaki Rizvi, Anirudh Srinivasan, Tanuja Ganu, Monojit Choudhury, Sunayana Sitaram

Conference of the European Chapter of the Association for Computational Linguistics | April 2021

プロジェクト

公開日

BERTologiCoMix: How does Code-Mixing interact with Multilingual BERT?

Sebastin Santy, Anirudh Srinivasan, Monojit Choudhury

AdaptNLP EACL 2021 | April 2021

プロジェクト

公開日

A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist

Shaily Bhatt, Rahul Jain, Sandipan Dandapat, Sunayana Sitaram

Workshop on Human Evaluation of NLP Systems | April 2021

プロジェクト

公開日

Streaming end-to-end multi-talker speech recognition

Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong

IEEE Signal Processing Letter | April 2021, 巻28

公開日

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding

Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei

April 2021

プロジェクト