Human language technologies

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

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Published Date

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

Publication

The State and Fate of Multilingual, Contextual Evaluation in the NLP World

Manan Uppadhyay, Himanshu Beniwal, Prashant Kodali, Sunayana Sitaram

2026 COLM | April 2026

Publication

Identifying Harm in Personalized, Generative AI Systems Require User-Centered Auditing at the Interaction Level

Hannah Cha

HEAL @ CHI ’26 | April 2026

Publication

Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles

Ruoxi Shang, Dan Marshall, Edward Cutrell, Denae Ford

March 2026

arXiv | March 2026

Publication

A Decade-Scale Benchmark Evaluating LLMs’ Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations

Andong Tan, Shuyun Dai, Jinglu Wang, Fengtao Zhou, Yan Lu, Xi (Ada) Wang, Ying-Che Chen, Can Yang, Shujie Liu, Hao Chen

March 2026

arXiv | March 2026

Publication

Draft-and-Prune: Improving the Reliability of Auto-formalization for Logical Reasoning

Zhiyu Ni, Zhengwen Liang, Liang Song, Chenrui Cao, Xian Zhang, Alberto Sangiovanni-Vincentelli, Pierluigi Nuzzo

March 2026

Publication

PAuth – Precise Task-Scoped Authorization For Agents

Reshabh K Sharma, Linxi Jiang, Zhiqiang Lin, Shuo Chen

March 2026

arXiv | March 2026

Publication

Evaluating LLM-Simulated Conversations in Modeling Inconsistent and Uncollaborative Behaviors in Human Social Interaction

Ryo Kamoi, Ameya Godbole, Longqi Yang, Rui Zhang, Mengting Wan, Pei Zhou

March 2026

arXiv | March 2026

Publication

Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook

Jaehyeok Lee, Xiaoyuan Yi, Jingtao Yao, Hyunjin Hwang, Roy Ka-Wei Lee, Xing Xie, Jinyeong Bak

March 2026

arXiv | March 2026

Publication

CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization

Jing Yao, Xiaoyuan Yi, Jindong Wang, Zhicheng Dou, Xing Xie

ICML 2026 | March 2026