Human language technologies

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

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Published Date

Publication

On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Perspective

Shoaib Ahmed Siddiqu, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller

COLING 2025 | January 2025

Publication

LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts

Helia Hashemi, Jason Eisner, Corby Rosset, Benjamin Van Durme, Chris Kedzie

ACL 2024 | December 2024

Publication

Bootstrap Your Own Context Length

Liang Wang, Nan Yang, Xingxing Zhang, Xiaolong Huang, Furu Wei

ArXiv | December 2024

Publication

SCBench: A KV Cache-Centric Analysis of Long-Context Methods

Yucheng Li, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu

ICLR 2025 | December 2024

Github Project

Publication

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention

Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu

NeurIPS 2024 | December 2024

spotlight

Github Project

Publication

Efficacy of a conversational chatbot for cigarette smoking cessation: Protocol of the QuitBot full-scale randomized controlled trial

Jonathan B Bricker, Brianna M Sullivan, Kristin E Mull, Juan M. Lavista Ferres, Margarita Santiago-Torres

Contemporary Clinical Trials | December 2024

Project

Publication

Investigating neural audio codecs for speech language model-based speech generation

Jiaqi Li , Dongmei Wang, Xiaofei Wang, Yao Qian, Long Zhou, Shujie Liu, Midia Yousefi, Canrun Li , Chung-Hsien Tsai, Zhen Xiao, Yanqing Liu, Junkun Chen, Sheng Zhao, Jinyu Li, Zhizheng Wu , Michael Zeng

SLT Workshop | December 2024

Publication

Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech

Haibin Wu, Xiaofei Wang, Sefik Emre Eskimez, Manthan Thakker, Daniel Tompkins, Chung-Hsien Tsai , Canrun Li, Zhen Xiao, Sheng Zhao , Jinyu Li, Naoyuki Kanda

SLT Workshop | December 2024

Publication

CTC-GMM: CTC guided modality matching for fast and accurate streaming speech translation

Rui Zhao, Jinyu Li, Ruchao Fan, Matt Post

SLT Workshop | December 2024

Publication

Language-to-Code Translation with a Single Labeled Example

Kaj Bostrom, Harsh Jhamtani, Hao Fang, Sam Thomson, Richard Shin, Patrick Xia, Ben Van Durme, Jason Eisner, Jacob Andreas

EMNLP | November 2024