Academic

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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 Mar 26

Academic · 1 min

DISCO: Document Intelligence Suite for COmparative Evaluation

arXiv:2603.23511v1 Announce Type: new Abstract: Document intelligence requires accurate text extraction and reliable reasoning over document content. We introduce \textbf{DISCO}, a \emph{Document Intelligence Suite for …

Kenza Benkirane, Dan Goldwater, Martin Asenov, Aneiss Ghodsi

20 views Mar 26

Academic · 1 min

S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering

arXiv:2603.23512v1 Announce Type: new Abstract: We present S-Path-RAG, a semantic-aware shortest-path Retrieval-Augmented Generation framework designed to improve multi-hop question answering over large knowledge graphs. S-Path-RAG …

Rong Fu, Yemin Wang, Tianxiang Xu, Yongtai Liu, Weizhi Tang, Wangyu Wu, Xiaowen Ma, Simon Fong

55 views Mar 26

Academic · 1 min

Konkani LLM: Multi-Script Instruction Tuning and Evaluation for a Low-Resource Indian Language

arXiv:2603.23529v1 Announce Type: new Abstract: Large Language Models (LLMs) consistently under perform in low-resource linguistic contexts such as Konkani. This performance deficit stems from acute …

Reuben Chagas Fernandes, Gaurang S. Patkar

38 views Mar 26

Academic · 1 min

MedMT-Bench: Can LLMs Memorize and Understand Long Multi-Turn Conversations in Medical Scenarios?

arXiv:2603.23519v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated impressive capabilities across various specialist domains and have been integrated into high-stakes areas such …

Lin Yang, Yuancheng Yang, Xu Wang, Changkun Liu, Haihua Yang

18 views Mar 26

Academic · 1 min

MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens

arXiv:2603.23516v1 Announce Type: new Abstract: Long-term memory is a cornerstone of human intelligence. Enabling AI to process lifetime-scale information remains a long-standing pursuit in the …

Yu Chen, Runkai Chen, Sheng Yi, Xinda Zhao, Xiaohong Li, Jianjin Zhang, Jun Sun, Chuanrui Hu, Yunyun Han, Lidong Bing, Yafeng Deng, Tianqiao Chen

27 views Mar 26

Academic · 1 min

Leveraging Computerized Adaptive Testing for Cost-effective Evaluation of Large Language Models in Medical Benchmarking

arXiv:2603.23506v1 Announce Type: new Abstract: The rapid proliferation of large language models (LLMs) in healthcare creates an urgent need for scalable and psychometrically sound evaluation …

Tianpeng Zheng, Zhehan Jiang, Jiayi Liu, Shicong Feng

24 views Mar 26

Academic · 1 min

Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes

arXiv:2603.23507v1 Announce Type: new Abstract: While Masked Diffusion Language Models (MDLMs) relying on token masking and unmasking have shown promise in language modeling, their computational …

Fangyu Ding, Ding Ding, Sijin Chen, Kaibo Wang, Peng Xu, Zijin Feng, Haoli Bai, Kai Han, Youliang Yan, Binhang Yuan, Jiacheng Sun

50 views Mar 26

Academic · 1 min

Did You Forget What I Asked? Prospective Memory Failures in Large Language Models

arXiv:2603.23530v1 Announce Type: new Abstract: Large language models often fail to satisfy formatting instructions when they must simultaneously perform demanding tasks. We study this behaviour …

Avni Mittal

22 views Mar 26

Academic · 1 min

Large Language Models Unpack Complex Political Opinions through Target-Stance Extraction

arXiv:2603.23531v1 Announce Type: new Abstract: Political polarization emerges from a complex interplay of beliefs about policies, figures, and issues. However, most computational analyses reduce discourse …

\"Ozg\"ur Togay, Florian Kunneman, Javier Garcia-Bernardo, Anastasia Giachanou

28 views Mar 26

Academic · 1 min

Generating Hierarchical JSON Representations of Scientific Sentences Using LLMs

arXiv:2603.23532v1 Announce Type: new Abstract: This paper investigates whether structured representations can preserve the meaning of scientific sentences. To test this, a lightweight LLM is …

Satya Sri Rajiteswari Nimmagadda, Ethan Young, Niladri Sengupta, Ananya Jana, Aniruddha Maiti

20 views Mar 26

Academic · 1 min

MDKeyChunker: Single-Call LLM Enrichment with Rolling Keys and Key-Based Restructuring for High-Accuracy RAG

arXiv:2603.23533v1 Announce Type: new Abstract: RAG pipelines typically rely on fixed-size chunking, which ignores document structure, fragments semantic units across boundaries, and requires multiple LLM …

Bhavik Mangla

19 views Mar 26

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Academic

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

DISCO: Document Intelligence Suite for COmparative Evaluation

S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering

Konkani LLM: Multi-Script Instruction Tuning and Evaluation for a Low-Resource Indian Language

MedMT-Bench: Can LLMs Memorize and Understand Long Multi-Turn Conversations in Medical Scenarios?

MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens

Leveraging Computerized Adaptive Testing for Cost-effective Evaluation of Large Language Models in Medical Benchmarking

Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes

Did You Forget What I Asked? Prospective Memory Failures in Large Language Models

Large Language Models Unpack Complex Political Opinions through Target-Stance Extraction

Generating Hierarchical JSON Representations of Scientific Sentences Using LLMs

MDKeyChunker: Single-Call LLM Enrichment with Rolling Keys and Key-Based Restructuring for High-Accuracy RAG

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