Human language technologies

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

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Published Date

Publication

VibeVoice-ASR-BitNet Technical Report

Songcheng Xu, Ting Song, Shaohan Huang, Zhiliang Peng, Yan Xia, Yujie Tu, Xin Huang, Xun Wu, Wenhui Wang, Yaoyao Chang, Jianwei Yu, Li Dong, Furu Wei

July 2026

arXiv | July 2026

Publication

Rushes: A Human Preference Dataset for Pluralistic Alignment

Michael Xu, Jorge J. G. Leandro, Sudha Rao, Weijia Xu, Nebojsa Jojic, Gabriel DesGarennes, Chris Quirk, Bill Dolan

July 2026

arXiv | July 2026

Publication

LakeQuest: A Three-Domain Benchmark for Grounded Question Answering across Data Lakes

Michael Solodko, Steven Gong, Guangwei Yu, S. Gorti, Jesse C. Cresswell, Victor Zhong

2026 COLM | July 2026

Publication

DocAtlas: Long-Document Understanding as Mutable-State Interaction

Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo

July 2026

arXiv | July 2026

Publication

LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks

Tianzhu Ye, Li Dong, Guanheng Chen, He Zhu, Xun Wu, Shaohan Huang, Furu Wei

July 2026

arXiv | July 2026

Publication

Informal Learning Emerges in Everyday Human-LLM Interaction

Zixin Chen, Haotian Li, Ziang Xiao, Huamin Qu, Xing Xie

July 2026

arXiv | July 2026

Publication

The Tool Illusion: Rethinking Tool Use in Web Agents

Renze Lou, Baolin Peng, Wenlin Yao, Qianhui Wu, Hao Cheng, Suman Nath, Wenpeng Yin, Jianfeng Gao

2026 COLM | July 2026

Publication

SciDiagramEdit: Learning to Edit Scientific Diagrams from Paper Revisions

Yasheng Sun, Zezi Zeng, Yifan Yang, Chong Luo, Wenyi Wang, Ziwei Liu, Jurgen Schmidhuber

July 2026

arXiv | July 2026

Publication

Evaluation Validity in Information Retrieval

Paul Thomas, Nick Craswell, Mark Sanderson, Seth Spielman, Robert Sim, Ryen W. White

International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2026

Publication

Phonological Perception of Sign Language Models

Kayo Yin, Jessica Carter, Alex Lu, Annemarie Kocab

2026 COLM | June 2026