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Academic · 약 1분

MentalBench: A Benchmark for Evaluating Psychiatric Diagnostic Capability of Large Language Models

arXiv:2602.12871v1 Announce Type: new Abstract: We introduce MentalBench, a benchmark for evaluating psychiatric diagnostic decision-making in large language models (LLMs). Existing mental health benchmarks largely …

Hoyun Song, Migyeong Kang, Jisu Shin, Jihyun Kim, Chanbi Park, Hangyeol Yoo, Jihyun An, Alice Oh, Jinyoung Han, KyungTae Lim

조회수 19회 03.07

Academic · 약 1분

BaziQA-Benchmark: Evaluating Symbolic and Temporally Compositional Reasoning in Large Language Models

arXiv:2602.12889v1 Announce Type: new Abstract: We present BaziQA-Benchmark, a standardized benchmark for evaluating symbolic and temporally compositional reasoning in large language models. The benchmark is …

Jiangxi Chen, Qian Liu

조회수 31회 03.07

Academic · 약 1분

ViMedCSS: A Vietnamese Medical Code-Switching Speech Dataset & Benchmark

arXiv:2602.12911v1 Announce Type: new Abstract: Code-switching (CS), which is when Vietnamese speech uses English words like drug names or procedures, is a common phenomenon in …

Tung X. Nguyen, Nhu Vo, Giang-Son Nguyen, Duy Mai Hoang, Chien Dinh Huynh, Inigo Jauregi Unanue, Massimo Piccardi, Wray Buntine, Dung D. Le

조회수 21회 03.07

Academic · 약 1분

When Words Don't Mean What They Say: Figurative Understanding in Bengali Idioms

arXiv:2602.12921v1 Announce Type: new Abstract: Figurative language understanding remains a significant challenge for Large Language Models (LLMs), especially for low-resource languages. To address this, we …

Adib Sakhawat, Shamim Ara Parveen, Md Ruhul Amin, Shamim Al Mahmud, Md Saiful Islam, Tahera Khatun

조회수 20회 03.07

Academic · 약 1분

Curriculum Learning and Pseudo-Labeling Improve the Generalization of Multi-Label Arabic Dialect Identification Models

arXiv:2602.12937v1 Announce Type: new Abstract: Being modeled as a single-label classification task for a long time, recent work has argued that Arabic Dialect Identification (ADI) …

Ali Mekky, Mohamed El Zeftawy, Lara Hassan, Amr Keleg, Preslav Nakov

조회수 32회 03.07

Academic · 약 1분

ProbeLLM: Automating Principled Diagnosis of LLM Failures

arXiv:2602.12966v1 Announce Type: new Abstract: Understanding how and why large language models (LLMs) fail is becoming a central challenge as models rapidly evolve and static …

Yue Huang, Zhengzhe Jiang, Yuchen Ma, Yu Jiang, Xiangqi Wang, Yujun Zhou, Yuexing Hao, Kehan Guo, Pin-Yu Chen, Stefan Feuerriegel, Xiangliang Zhang

조회수 89회 03.07

Academic · 약 1분

Evaluating the Homogeneity of Keyphrase Prediction Models

arXiv:2602.12989v1 Announce Type: new Abstract: Keyphrases which are useful in several NLP and IR applications are either extracted from text or predicted by generative models. …

Ma\"el Houbre, Florian Boudin, Beatrice Daille

조회수 24회 03.07

Academic · 약 1분

Know More, Know Clearer: A Meta-Cognitive Framework for Knowledge Augmentation in Large Language Models

arXiv:2602.12996v1 Announce Type: new Abstract: Knowledge augmentation has significantly enhanced the performance of Large Language Models (LLMs) in knowledge-intensive tasks. However, existing methods typically operate …

Hao Chen, Ye He, Yuchun Fan, Yukun Yan, Zhenghao Liu, Qingfu Zhu, Maosong Sun, Wanxiang Che

조회수 17회 03.07

Academic · 약 1분

Can we trust AI to detect healthy multilingual English speakers among the cognitively impaired cohort …

arXiv:2602.13047v1 Announce Type: new Abstract: Conversational speech often reveals early signs of cognitive decline, such as dementia and MCI. In the UK, one in four …

Madhurananda Pahar, Caitlin Illingworth, Dorota Braun, Bahman Mirheidari, Lise Sproson, Daniel Blackburn, Heidi Christensen

조회수 29회 03.07

Academic · 약 1분

TraceBack: Multi-Agent Decomposition for Fine-Grained Table Attribution

arXiv:2602.13059v1 Announce Type: new Abstract: Question answering (QA) over structured tables requires not only accurate answers but also transparency about which cells support them. Existing …

Tejas Anvekar, Junha Park, Rajat Jha, Devanshu Gupta, Poojah Ganesan, Puneeth Mathur, Vivek Gupta

조회수 27회 03.07

Academic · 약 1분

Exploring a New Competency Modeling Process with Large Language Models

arXiv:2602.13084v1 Announce Type: new Abstract: Competency modeling is widely used in human resource management to select, develop, and evaluate talent. However, traditional expert-driven approaches rely …

Silin Du, Manqing Xin, Raymond Jia Wang

조회수 20회 03.07

Academic · 약 1분

Towards interpretable models for language proficiency assessment: Predicting the CEFR level of Estonian learner texts

arXiv:2602.13102v1 Announce Type: new Abstract: Using NLP to analyze authentic learner language helps to build automated assessment and feedback tools. It also offers new and …

Kais Allkivi

조회수 25회 03.07

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