Human language technologies

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

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Published Date

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

Publication

Do LLMs Follow Their Own Rules? A Reflexive Audit of Self-Stated Safety Policies

Avni Mittal

April 2026

arXiv | April 2026

Publication

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning

Lorenzo Jaime Flores, Cesare Spinoso di-Piano, Jackie Cheung

April 2026

arXiv | April 2026

Publication

LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals

Lihao Sun, Hang Dong, Bo Qiao, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan

April 2026

arXiv | April 2026

Publication

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities

Xiangxu Zhang, Jiaming Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie

April 2026

arXiv | April 2026

Publication

Magic, Madness, Heaven, Sin: LLM Output Diversity is Everything, Everywhere, All at Once

Harnoor Dhingra

April 2026

arXiv | April 2026

Publication

Not Another EHR: Reimagining Physician Information Needs with Generative AI Technology

Ruican Zhong, Jicahen Li, Gary Hsieh, David W. McDonald, Selin S. Everett, Alyssa Unell, Jonathan M. Carlson, Katie Claveau, Noel Codella, Khalil Malik, Scott Mackie, Eduardo Olvera, Scott Saponas, Eric Horvitz, David Rhew, James Weinstein, Jacob Gross, Amanda K. Hall

CHI 2026 Workshops | April 2026

Publication

From Binary Groundedness to Support Relations: Towards a Reader-Centred Taxonomy for Comprehension of AI Output

Advait Sarkar, Christian Poelitz, Viktor Kewenig

ACM CHI 2026 Workshop on Science and Technology for Augmenting Reading (CHI ’26 STAR) | April 2026

Project