Human language technologies

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

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Published Date

Publication

Only Say What You Know: Calibration-Aware Generation for Long-Form Factuality

Wen Luo, Guangyue Peng, Liang Wang, Nan Yang, Wei Li, Yuhan Song, Shaohang Wei, Feifan Song, Furu Wei, Houfeng Wang

May 2026

arXiv | May 2026

Publication

Virtual Speech Therapist: A Clinician-in-the-Loop AI Speech Therapy Agent for Personalized and Supervised Therapy

Shakeel A. Sheikh, Patrick Marmaroli, Md. Sahidullah, Slim Ouni, Fabrice Hirsch, Goncalo Leal, Bjorn W. Schuller

May 2026

arXiv | May 2026

Publication

VeriTrail: Closed-Domain Hallucination Detection with Traceability

Dasha Metropolitansky, Jonathan Larson

2026 ICLR’26 | April 2026

Video

Publication

LLMs Corrupt Your Documents When You Delegate

Philippe Laban, Tobias Schnabel, Jennifer Neville

2026 COLM | April 2026

Publication

Pushing the Limits of On-Device Streaming ASR: A Compact, High-Accuracy English Model for Low-Latency Inference

Nenad Banfic, David Fan, Kunal Vaishnavi, Sam Kemp, Sunghoon Choi, Rui Ren, Sayan Shaw, Meng Tang

April 2026

arXiv | April 2026

Publication

Shuffle the Context: RoPE-Perturbed Self-Distillation for Long-Context Adaptation

Zichong Li, Chen Liang, Liliang Ren, Tuo Zhao, Yelong Shen, Weizhu Chen

April 2026

arXiv | April 2026

Publication

Do Transformers Use their Depth Adaptively? Evidence from a Relational Reasoning Task

A. Curth, Rachel Lawrence, Sushrut Karmalkar, Niranjani Prasad

April 2026

arXiv | April 2026

Publication

Discourse Diversity in Multi-Turn Empathic Dialogue

Hongli Zhan, Emma S. Gueorguieva, Javier Hernandez, Jina Suh, Desmond C. Ong, Junyi Jessy Li

April 2026

arXiv | April 2026

Project

Publication

Evaluating Cooperation in LLM Social Groups through Elected Leadership

Ryan Faulkner, Anushka Deshpande, David Guzman Piedrahita, Joel Z. Leibo, Zhijing Jin

April 2026

arXiv | April 2026

Publication

Litmus (Re)Agent: A Benchmark and Agentic System for Predictive Evaluation of Multilingual Models

Avni Mittal, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury

April 2026

arXiv | April 2026