Academic

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Academic · 1 min

Leveraging Phytolith Research using Artificial Intelligence

arXiv:2603.11476v1 Announce Type: new Abstract: Phytolith analysis is a crucial tool for reconstructing past vegetation and human activities, but traditional methods are severely limited by …

Andr\'es G. Mej\'ia Ram\'on, Kate Dudgeon, Nina Witteveen, Dolores Piperno, Michael Kloster, Luigi Palopoli, M\'onica Moraes R., Jos\'e M. Capriles, Umberto Lombardo

24 views Mar 13

Academic · 1 min

Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic VLM Agents

arXiv:2603.11479v1 Announce Type: new Abstract: Time Series Event Detection (TSED) has long been an important task with critical applications across many high-stakes domains. Unlike statistical …

Sky Chenwei Wan, Tianjun Hou, Yifei Wang, Xiqing Chang, Aymeric Jan

15 views Mar 13

Academic · 1 min

Attention Sinks Are Provably Necessary in Softmax Transformers: Evidence from Trigger-Conditional Tasks

arXiv:2603.11487v1 Announce Type: new Abstract: Transformers often display an attention sink: probability mass concentrates on a fixed, content-agnostic position. We prove that computing a simple …

Yuval Ran-Milo

10 views Mar 13

Academic · 1 min

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

arXiv:2603.11501v1 Announce Type: new Abstract: Graph-based Retrieval-Augmented Generation (GraphRAG) constructs the Knowledge Graph (KG) from external databases to enhance the timeliness and accuracy of Large …

Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang

13 views Mar 13

Academic · 1 min

A Two-Stage Architecture for NDA Analysis: LLM-based Segmentation and Transformer-based Clause Classification

arXiv:2603.09990v1 Announce Type: cross Abstract: In business-to-business relations, it is common to establish NonDisclosure Agreements (NDAs). However, these documents exhibit significant variation in format, structure, …

Ana Begnini, Matheus Vicente, Leonardo Souza

16 views Mar 12

Academic · 1 min

SENS-ASR: Semantic Embedding injection in Neural-transducer for Streaming Automatic Speech Recognition

arXiv:2603.10005v1 Announce Type: cross Abstract: Many Automatic Speech Recognition (ASR) applications require streaming processing of the audio data. In streaming mode, ASR systems need to …

Youness Dkhissi (LIUM), Valentin Vielzeuf (LIUM), Elys Allesiardo (LIUM), Anthony Larcher (LIUM)

11 views Mar 12

Academic · 1 min

There Are No Silly Questions: Evaluation of Offline LLM Capabilities from a Turkish Perspective

arXiv:2603.09996v1 Announce Type: cross Abstract: The integration of large language models (LLMs) into educational processes introduces significant constraints regarding data privacy and reliability, particularly in …

Edibe Yilmaz, Kahraman Kostas

14 views Mar 12

Academic · 1 min

Quantifying Hallucinations in Language Language Models on Medical Textbooks

arXiv:2603.09986v1 Announce Type: cross Abstract: Hallucinations, the tendency for large language models to provide responses with factually incorrect and unsupported claims, is a serious problem …

Brandon C. Colelough, Davis Bartels, Dina Demner-Fushman

22 views Mar 12

Academic · 1 min

TAMUSA-Chat: A Domain-Adapted Large Language Model Conversational System for Research and Responsible Deployment

arXiv:2603.09992v1 Announce Type: cross Abstract: This paper presents TAMUSA-Chat, a research-oriented framework for building domain-adapted large language model conversational systems. The work addresses critical challenges …

Izzat Alsmadi, Anas Alsobeh

18 views Mar 12

Academic · 1 min

Hybrid Self-evolving Structured Memory for GUI Agents

arXiv:2603.10291v1 Announce Type: new Abstract: The remarkable progress of vision-language models (VLMs) has enabled GUI agents to interact with computers in a human-like manner. Yet …

Sibo Zhu, Wenyi Wu, Kun Zhou, Stephen Wang, Biwei Huang

19 views Mar 12

Academic · 1 min

Resource-constrained Amazons chess decision framework integrating large language models and graph attention

arXiv:2603.10512v1 Announce Type: new Abstract: Artificial intelligence has advanced significantly through the development of intelligent game-playing systems, providing rigorous testbeds for decision-making, strategic planning, and …

Tianhao Qian, Zhuoxuan Li, Jinde Cao, Xinli Shi, Hanjie Liu, Leszek Rutkowski

14 views Mar 12

Academic · 1 min

HEAL: Hindsight Entropy-Assisted Learning for Reasoning Distillation

arXiv:2603.10359v1 Announce Type: new Abstract: Distilling reasoning capabilities from Large Reasoning Models (LRMs) into smaller models is typically constrained by the limitation of rejection sampling. …

Wenjing Zhang, Jiangze Yan, Jieyun Huang, Yi Shen, Shuming Shi, Ping Chen, Ning Wang, Zhaoxiang Liu, Kai Wang, Shiguo Lian

17 views Mar 12

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Academic

Leveraging Phytolith Research using Artificial Intelligence

Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic VLM Agents

Attention Sinks Are Provably Necessary in Softmax Transformers: Evidence from Trigger-Conditional Tasks

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation

A Two-Stage Architecture for NDA Analysis: LLM-based Segmentation and Transformer-based Clause Classification

SENS-ASR: Semantic Embedding injection in Neural-transducer for Streaming Automatic Speech Recognition

There Are No Silly Questions: Evaluation of Offline LLM Capabilities from a Turkish Perspective

Quantifying Hallucinations in Language Language Models on Medical Textbooks

TAMUSA-Chat: A Domain-Adapted Large Language Model Conversational System for Research and Responsible Deployment

Hybrid Self-evolving Structured Memory for GUI Agents

Resource-constrained Amazons chess decision framework integrating large language models and graph attention

HEAL: Hindsight Entropy-Assisted Learning for Reasoning Distillation

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