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Hiba Arnaout

ACL 2026×2评测与基准检索与知识代码社会与人本对齐与偏好
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2 一作 · 2 篇 · ACL 2026

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2026 顶会论文

2
一作ACL 2026Poster· Natural Language Processing

In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis

Hiba Arnaout · Noy Sternlicht · Tom Hope · Iryna Gurevych

摘要

Understanding the impact of scientific publications is crucial for identifying breakthroughs and guiding future research. Traditional metrics based on citation counts often miss the nuanced ways a paper contributes to its field. In this work, we propose a new task: generating nuanced, expressive,...

检索与知识评测与基准代码OpenReview 项目页
一作ACL 2026Poster· Natural Language Processing

Responsible Evaluation of AI for Mental Health

Hiba Arnaout · Anmol Goel · H. Andrew Schwartz · Steffen T. Eberhardt · Dana Atzil-Slonim · Gavin Doherty · Brian Schwartz · Wolfgang Lutz · Tim Althoff · Munmun De Choudhury · Hamidreza Jamalabadi · Raj Sanjay Shah · Flor Miriam Plaza-del-Arco · Dirk Hovy · Maria Liakata · Iryna Gurevych

摘要

Although artificial intelligence (AI) shows growing promise for mental health care, current approaches to evaluating AI tools in this domain remain fragmented and poorly aligned with clinical practice, social context, and first-hand user experience. This paper argues for a rethinking of responsib...

社会与人本评测与基准对齐与偏好OpenReview 项目页

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