Human language technologies

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

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Published Date

Publication

Adaptive Testing and Debugging of NLP Models

Marco Tulio Ribeiro, Scott Lundberg

ACL 2022 | May 2022

Github

Publication

Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons

Akash Kumar Mohankumar, Mitesh M. Khapra

ACL 2022 | May 2022

Publication

Accelerating Code Search with Deep Hashing and Code Classification

Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu

ACL 2022 | May 2022

Publication

ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection

Thomas Hartvigsen, Saadia Gabriel, Hamid Palangi, Maarten Sap, Dipankar Ray, Ece Kamar

ACL 2022 | May 2022

Video Github

Publication

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations

Jia-chen Gu, Chao-Hong Tan,, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang (姜大昕)

ACL 2022 | May 2022

Publication

Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents

Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang

ACL 2022 | May 2022

Publication

All-Neural Beamformer for Continuous Speech Separation

Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez

ICASSP 2022 | May 2022

Project

Publication

Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations

Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett

ACL 2022 | May 2022

Publication

Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation

Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung

ACL 2022 | May 2022

Publication

Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment

Zichao Li, Prakhar Sharma, Xing Han Lu, Jackie Chi Kit Cheung, Siva Reddy

ACL 2022 | May 2022