Human language technologies

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

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Published Date

Publication

Value-Agnostic Conversational Semantic Parsing

Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein

ACL-IJCNLP 2021 | August 2021

Tool

Baselines for Multilingual Reply Suggestion (MRS)

Data augmentation is proven to be effective in many NLU tasks, especially for those suffering from data scarcity. In this paper, we present a powerful and easy to deploy text augmentation framework, Data Boost, which…

GitHub Publication

Publication

Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets

Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach

ACL-IJCNLP 2021 | August 2021

Publication

Go-Figure: A Meta Evaluation of Factuality in Summarization

Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao

ACL-IJCNLP 2021 | August 2021

Publication

Overview of the 8th Workshop on Asian Translation

Toshiaki Nakazawa, Hideki Nakayama, Chenchen Ding, Raj Dabre, Shohei Higashiyama, Hideya Mino, Isao Goto, Win Pa Pa, Anoop Kunchukuttan, Shantipriya Parida, Ondřej Bojar, Chenhui Chu, Akiko I. Eriguchi, Kaori Abe, Yusuke Oda, Sadao Kurohashi

WAT2021 (The 8th Workshop on Asian Translation) | August 2021

Publication

A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies

A. Seza Doğruöz, Sunayana Sitaram, Barbara E. Bullock, Almeida Jacqueline Toribio

Meeting of the Association for Computational Linguistics | August 2021

Project

Publication

An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models

Xueqing Liu, Chi Wang

ACL-IJCNLP 2021 | August 2021

Github Project

Publication

Fusing Context Into Knowledge Graph for Commonsense Reasoning

Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang

The 59th Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021

Publication

AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER

Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan

59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021

Project

Publication

Want To Reduce Labeling Cost? GPT-3 Can Help

Shuohang Wang, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

Conference on Empirical Methods in Natural Language Processing | August 2021