Human language technologies

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

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Published Date

Publication

Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models

Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao

Proceedings of ACL 2023 | May 2023

Project Project

Publication

Investigating Agency of LLMs in Human-AI Collaboration Tasks

Ashish Sharma, Sudha Rao, Chris Brockett, Akanksha Malhotra, Nebojsa Jojic, Bill Dolan

Conference of the European Chapter of the Association for Computational Linguistics | May 2023

Publication

Multiview Identifiers Enhanced Generative Retrieval

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

ACL 2023 | May 2023

Publication

Towards Understanding Omission in Dialogue Summarization

Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Qi Zhang, Dongsheng Li, Tao Gui

The 61st Annual Meeting of the Association for Computational Linguistics | May 2023

Publication

A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training

Nitay Calderon, Subhabrata (Subho) Mukherjee, Roi Reichart, Amir Kantor

ACL 2023 | May 2023

Publication

Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences

Chaojun Wang, Yang Liu, Wai Lam

ACL 2023 Findings | May 2023

Publication

VatLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning

Qiushi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Lirong Dai, Daxin Jiang, Jinyu Li, Furu Wei

IEEE Transactions on Multimedia | May 2023

Publication

Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Qingru Zhang, Minshuo Chen, Alexander Bukharin, Pengcheng He, Yu Cheng, Weizhu Chen, Tuo Zhao

11th International Conference on Learning Representations (ICLR 2023) | May 2023

Publication

CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement

Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

The Eleventh International Conference on Learning Representations (ICLR ’23) | May 2023

Publication

TextDiffuser: Diffusion Models as Text Painters

Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei

NeurIPS 2023 | May 2023