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Academic

Academic · 1 min

Plato's Cave: A Human-Centered Research Verification System

arXiv:2603.23526v1 Announce Type: new Abstract: The growing publication rate of research papers has created an urgent need for better ways to fact-check information, assess writing …

Matheus Kunzler Maldaner, Raul Valle, Junsung Kim, Tonuka Sultan, Pranav Bhargava, Matthew Maloni, John Courtney, Hoang Nguyen, Aamogh Sawant, Kristian O'Connor, Stephen Wormald, Damon L. Woodard
51 views
Academic · 1 min

Navigating the Concept Space of Language Models

arXiv:2603.23524v1 Announce Type: new Abstract: Sparse autoencoders (SAEs) trained on large language model activations output thousands of features that enable mapping to human-interpretable concepts. The …

Wilson E. Marc\'ilio-Jr, Danilo M. Eler
57 views
Academic · 1 min

Do 3D Large Language Models Really Understand 3D Spatial Relationships?

arXiv:2603.23523v1 Announce Type: new Abstract: Recent 3D Large-Language Models (3D-LLMs) claim to understand 3D worlds, especially spatial relationships among objects. Yet, we find that simply …

Xianzheng Ma, Tao Sun, Shuai Chen, Yash Bhalgat, Jindong Gu, Angel X Chang, Iro Armeni, Iro Laina, Songyou Peng, Victor Adrian Prisacariu
21 views
Academic · 1 min

Qworld: Question-Specific Evaluation Criteria for LLMs

arXiv:2603.23522v1 Announce Type: new Abstract: Evaluating large language models (LLMs) on open-ended questions is difficult because response quality depends on the question's context. Binary scores …

Shanghua Gao, Yuchang Su, Pengwei Sui, Curtis Ginder, Marinka Zitnik
23 views
Academic · 1 min

Chitrakshara: A Large Multilingual Multimodal Dataset for Indian languages

arXiv:2603.23521v1 Announce Type: new Abstract: Multimodal research has predominantly focused on single-image reasoning, with limited exploration of multi-image scenarios. Recent models have sought to enhance …

Shaharukh Khan, Ali Faraz, Abhinav Ravi, Mohd Nauman, Mohd Sarfraz, Akshat Patidar, Raja Kolla, Chandra Khatri, Shubham Agarwal
19 views
Academic · 1 min

From Physician Expertise to Clinical Agents: Preserving, Standardizing, and Scaling Physicians' Medical Expertise with Lightweight …

arXiv:2603.23520v1 Announce Type: new Abstract: Medicine is an empirical discipline refined through long-term observation and the messy, high-variance reality of clinical practice. Physicians build diagnostic …

Chanyong Luo, Jirui Dai, Zhendong Wang, Kui Chen, Jiaxi Yang, Bingjie Lu, Jing Wang, Jiaxin Hao, Bing Li, Ruiyang He, Yiyu Qiao, Chenkai Zhang, Kaiyu Wang, Zhi Liu, Zeyu Zheng, Yan Li, Xiaohong Gu
16 views
Academic · 1 min

Cluster-R1: Large Reasoning Models Are Instruction-following Clustering Agents

arXiv:2603.23518v1 Announce Type: new Abstract: General-purpose embedding models excel at recognizing semantic similarities but fail to capture the characteristics of texts specified by user instructions. …

Peijun Qing, Puneet Mathur, Nedim Lipka, Varun Manjunatha, Ryan Rossi, Franck Dernoncourt, Saeed Hassanpour, Soroush Vosoughi
24 views
Academic · 1 min

Training a Large Language Model for Medical Coding Using Privacy-Preserving Synthetic Clinical Data

arXiv:2603.23515v1 Announce Type: new Abstract: Improving the accuracy and reliability of medical coding reduces clinician burnout and supports revenue cycle processes, freeing providers to focus …

John Cook, Michael Wyatt, Peng Wei, Iris Chin, Santosh Gupta, Van Zyl Van Vuuren, Richie Siburian, Amanda Spicer, Kristen Viviano, Alda Cami, Raunaq Malhotra, Zhewei Yao, Jeff Rasley, Gaurav Kaushik
36 views
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