Academic

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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

105 views Mar 26

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

83 views Mar 26

Academic · 1 min

Prompt Compression in Production Task Orchestration: A Pre-Registered Randomized Trial

arXiv:2603.23525v1 Announce Type: new Abstract: The economics of prompt compression depend not only on reducing input tokens but on how compression changes output length, which …

Warren Johnson, Charles Lee

67 views Mar 26

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

67 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

79 views Mar 26

Academic · 1 min

The Compression Paradox in LLM Inference: Provider-Dependent Energy Effects of Prompt Compression

arXiv:2603.23528v1 Announce Type: new Abstract: The rapid proliferation of Large Language Models has created an environmental paradox: the very technology that could help solve climate …

Warren Johnson

87 views Mar 26

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

93 views Mar 26

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

72 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

71 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

66 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

71 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

62 views Mar 26

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Academic

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

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

Prompt Compression in Production Task Orchestration: A Pre-Registered Randomized Trial

Chitrakshara: A Large Multilingual Multimodal Dataset for Indian languages

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

The Compression Paradox in LLM Inference: Provider-Dependent Energy Effects of Prompt Compression

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

Qworld: Question-Specific Evaluation Criteria for LLMs

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

JCG, PC

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