Human language technologies

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

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Published Date

Publication

Zhao Tan, Yiji Zhao, Shiyu Wang, Chang Xu, Yuxuan Liang, Xiping Liu, Shirui Pan, Ming Jin

ICML 2026 | June 2026

Publication

DEPART: DEcomposing PARiTy across Multilingual LLMs

Manan Uppadhyay, Prashant Kodali, Pranjal A. Chitale, Reshma Ramaprasad, Himanshu Beniwal, Sunayana Sitaram

May 2026

arXiv | May 2026

Project

Publication

IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference

Xintong Yang, Hao Gu, Bin Xu, Lujun Li, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo

May 2026

arXiv | May 2026

Publication

ECHO: Terminal Agents Learn World Models for Free

Vaishnavi Shrivastava, Piero Kauffmann, Ahmed Awadallah, Dimitris Papailiopoulos

May 2026

arXiv | May 2026

Publication

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Jeonghye Kim, Xufang Luo, Minbeom Kim, Sangmook Lee, Dohyung Kim, Jiwon Jeon, Dongsheng Li, Yuqing Yang

2026 COLM | May 2026