Academic

Academic · 1 min

Scalable Identification and Prioritization of Requisition-Specific Personal Competencies Using Large Language Models

arXiv:2604.00006v1 Announce Type: new Abstract: AI-powered recruitment tools are increasingly adopted in personnel selection, yet they struggle to capture the requisition (req)-specific personal competencies (PCs) …

Wanxin Li, Denver McNeney, Nivedita Prabhu, Charlene Zhang, Renee Barr, Matthew Kitching, Khanh Dao Duc, Anthony S. Boyce

6 views Apr 3

Academic · 1 min

Criterion Validity of LLM-as-Judge for Business Outcomes in Conversational Commerce

arXiv:2604.00022v1 Announce Type: cross Abstract: Multi-dimensional rubric-based dialogue evaluation is widely used to assess conversational AI, yet its criterion validity -- whether quality scores are …

Liang Chen, Qi Liu, Wenhuan Lin, Feng Liang

0 views Apr 3

Academic · 1 min

How Do Language Models Process Ethical Instructions? Deliberation, Consistency, and Other-Recognition Across Four Models

arXiv:2604.00021v1 Announce Type: cross Abstract: Alignment safety research assumes that ethical instructions improve model behavior, but how language models internally process such instructions remains unknown. …

Hiroki Fukui

7 views Apr 3

Academic · 1 min

The Chronicles of RiDiC: Generating Datasets with Controlled Popularity Distribution for Long-form Factuality Evaluation

arXiv:2604.00019v1 Announce Type: cross Abstract: We present a configurable pipeline for generating multilingual sets of entities with specified characteristics, such as domain, geographical location and …

Pavel Braslavski, Dmitrii Iarosh, Nikita Sushko, Andrey Sakhovskiy, Vasily Konovalov, Elena Tutubalina, Alexander Panchenko

0 views Apr 3

Academic · 1 min

Think Twice Before You Write -- an Entropy-based Decoding Strategy to Enhance LLM Reasoning

arXiv:2604.00018v1 Announce Type: cross Abstract: Decoding strategies play a central role in shaping the reasoning ability of large language models (LLMs). Traditional methods such as …

Jiashu He, Meizhu Liu, Olaitan P Olaleye, Amit Agarwal, M. Avendi, Yassi Abbasi, Matthew Rowe, Hitesh Laxmichand Patel, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth

1 views Apr 3

Academic · 1 min

Are they human? Detecting large language models by probing human memory constraints

arXiv:2604.00016v1 Announce Type: cross Abstract: The validity of online behavioral research relies on study participants being human rather than machine. In the past, it was …

Simon Schug, Brenden M. Lake

0 views Apr 3

Academic · 1 min

MSA-Thinker: Discrimination-Calibration Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis

arXiv:2604.00013v1 Announce Type: cross Abstract: Multimodal sentiment analysis aims to understand human emotions by integrating textual, auditory, and visual modalities. Although Multimodal Large Language Models …

Miaosen Luo, Zhenhao Yang, Jieshen Long, Jinghu Sun, Yichu Liu, Sijie Mai

0 views Apr 3

Academic · 1 min

Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms

arXiv:2604.00012v1 Announce Type: cross Abstract: Despite the impressive performance of general-purpose large language models (LLMs), they often require fine-tuning or post-training to excel at specific …

Mingjie Li, Wai Man Si, Michael Backes, Yang Zhang, Yisen Wang

0 views Apr 3

Academic · 1 min

Quantifying Gender Bias in Large Language Models: When ChatGPT Becomes a Hiring Manager

arXiv:2604.00011v1 Announce Type: cross Abstract: The growing prominence of large language models (LLMs) in daily life has heightened concerns that LLMs exhibit many of the …

Nina Gerszberg, Janka Hamori, Andrew Lo

7 views Apr 3

Academic · 1 min

Can LLMs Perceive Time? An Empirical Investigation

arXiv:2604.00010v1 Announce Type: cross Abstract: Large language models cannot estimate how long their own tasks take. We investigate this limitation through four experiments across 68 …

Aniketh Garikaparthi

0 views Apr 3

Academic · 1 min

Eyla: Toward an Identity-Anchored LLM Architecture with Integrated Biological Priors -- Vision, Implementation Attempt, and …

arXiv:2604.00009v1 Announce Type: cross Abstract: We present the design rationale, implementation attempt, and failure analysis of Eyla, a proposed identity-anchored LLM architecture that integrates biologically-inspired …

Arif Aditto

0 views Apr 3

Academic · 1 min

How Trustworthy Are LLM-as-Judge Ratings for Interpretive Responses? Implications for Qualitative Research Workflows

arXiv:2604.00008v1 Announce Type: cross Abstract: As qualitative researchers show growing interest in using automated tools to support interpretive analysis, a large language model (LLM) is …

Songhee Han, Jueun Shin, Jiyoon Han, Bung-Woo Jun, Hilal Ayan Karabatman

5 views Apr 3

Scalable Identification and Prioritization of Requisition-Specific Personal Competencies Using Large Language Models

Criterion Validity of LLM-as-Judge for Business Outcomes in Conversational Commerce

How Do Language Models Process Ethical Instructions? Deliberation, Consistency, and Other-Recognition Across Four Models

The Chronicles of RiDiC: Generating Datasets with Controlled Popularity Distribution for Long-form Factuality Evaluation

Think Twice Before You Write -- an Entropy-based Decoding Strategy to Enhance LLM Reasoning

Are they human? Detecting large language models by probing human memory constraints

MSA-Thinker: Discrimination-Calibration Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis

Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms

Quantifying Gender Bias in Large Language Models: When ChatGPT Becomes a Hiring Manager

Can LLMs Perceive Time? An Empirical Investigation

Eyla: Toward an Identity-Anchored LLM Architecture with Integrated Biological Priors -- Vision, Implementation Attempt, and …

How Trustworthy Are LLM-as-Judge Ratings for Interpretive Responses? Implications for Qualitative Research Workflows

JCG, PC

HSOLLC Co., Ltd.