Academic

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Academic · 1 min

DuCCAE: A Hybrid Engine for Immersive Conversation via Collaboration, Augmentation, and Evolution

arXiv:2603.19248v1 Announce Type: cross Abstract: Immersive conversational systems in production face a persistent trade-off between responsiveness and long-horizon task capability. Real-time interaction is achievable for …

Xin Shen, Zhishu Jiang, Jiaye Yang, Haibo Liu, Yichen Wan, Jiarui Zhang, Tingzhi Dai, Luodong Xu, Shuchen Wu, Guanqiang QI, Chenxi Miao, Jiahui Liang, Yang Li, Weikang Li, Deguo Xia, Jizhou Huang

6 views Mar 23

Academic · 1 min

Utility-Guided Agent Orchestration for Efficient LLM Tool Use

arXiv:2603.19896v1 Announce Type: new Abstract: Tool-using large language model (LLM) agents often face a fundamental tension between answer quality and execution cost. Fixed workflows are …

Boyan Liu, Gongming Zhao, Hongli Xu

8 views Mar 23

Academic · 1 min

A Subgoal-driven Framework for Improving Long-Horizon LLM Agents

arXiv:2603.19685v1 Announce Type: new Abstract: Large language model (LLM)-based agents have emerged as powerful autonomous controllers for digital environments, including mobile interfaces, operating systems, and …

Taiyi Wang, Sian Gooding, Florian Hartmann, Oriana Riva, Edward Grefenstette

37 views Mar 23

Academic · 1 min

The {\alpha}-Law of Observable Belief Revision in Large Language Model Inference

arXiv:2603.19262v1 Announce Type: cross Abstract: Large language models (LLMs) that iteratively revise their outputs through mechanisms such as chain-of-thought reasoning, self-reflection, or multi-agent debate lack …

Mike Farmer, Abhinav Kochar, Yugyung Lee

52 views Mar 23

Academic · 1 min

A comprehensive study of LLM-based argument classification: from Llama through DeepSeek to GPT-5.2

arXiv:2603.19253v1 Announce Type: cross Abstract: Argument mining (AM) is an interdisciplinary research field focused on the automatic identification and classification of argumentative components, such as …

Marcin Pietro\'n, Filip Gampel, Jakub Gomu{\l}ka, Andrzej Tomski, Rafa{\l} Olszowski

15 views Mar 23

Academic · 1 min

L-PRISMA: An Extension of PRISMA in the Era of Generative Artificial Intelligence (GenAI)

arXiv:2603.19236v1 Announce Type: cross Abstract: The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework provides a rigorous foundation for evidence synthesis, yet the …

Samar Shailendra, Rajan Kadel, Aakanksha Sharma, Islam Mohammad Tahidul, Urvashi Rahul Saxena

28 views Mar 23

Academic · 1 min

When Prompt Optimization Becomes Jailbreaking: Adaptive Red-Teaming of Large Language Models

arXiv:2603.19247v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly integrated into high-stakes applications, making robust safety guarantees a central practical and commercial concern. …

Zafir Shamsi, Nikhil Chekuru, Zachary Guzman, Shivank Garg

6 views Mar 23

Academic · 1 min

Pitfalls in Evaluating Interpretability Agents

arXiv:2603.20101v1 Announce Type: new Abstract: Automated interpretability systems aim to reduce the need for human labor and scale analysis to increasingly large models and diverse …

Tal Haklay, Nikhil Prakash, Sana Pandey, Antonio Torralba, Aaron Mueller, Jacob Andreas, Tamar Rott Shaham, Yonatan Belinkov

9 views Mar 23

Academic · 1 min

ItinBench: Benchmarking Planning Across Multiple Cognitive Dimensions with Large Language Models

arXiv:2603.19515v1 Announce Type: new Abstract: Large language models (LLMs) with advanced cognitive capabilities are emerging as agents for various reasoning and planning tasks. Traditional evaluations …

Tianlong Wang, Pinqiao Wang, Weili Shi, Sheng li

20 views Mar 23

Academic · 1 min

MAPLE: Metadata Augmented Private Language Evolution

arXiv:2603.19258v1 Announce Type: cross Abstract: While differentially private (DP) fine-tuning of large language models (LLMs) is a powerful tool, it is often computationally prohibitive or …

Eli Chien, Yuzheng Hu, Ryan McKenna, Shanshan Wu, Zheng Xu, Peter Kairouz

33 views Mar 23

Academic · 1 min

Breeze Taigi: Benchmarks and Models for Taiwanese Hokkien Speech Recognition and Synthesis

arXiv:2603.19259v1 Announce Type: cross Abstract: Taiwanese Hokkien (Taigi) presents unique opportunities for advancing speech technology methodologies that can generalize to diverse linguistic contexts. We introduce …

Yu-Siang Lan, Chia-Sheng Liu, Yi-Chang Chen, Po-Chun Hsu, Allyson Chiu, Shun-Wen Lin, Da-shan Shiu, Yuan-Fu Liao

17 views Mar 23

Academic · 1 min

DIAL-KG: Schema-Free Incremental Knowledge Graph Construction via Dynamic Schema Induction and Evolution-Intent Assessment

arXiv:2603.20059v1 Announce Type: new Abstract: Knowledge Graphs (KGs) are foundational to applications such as search, question answering, and recommendation. Conventional knowledge graph construction methods are …

Weidong Bao, Yilin Wang, Ruyu Gao, Fangling Leng, Yubin Bao, Ge Yu

6 views Mar 23

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Academic

DuCCAE: A Hybrid Engine for Immersive Conversation via Collaboration, Augmentation, and Evolution

Utility-Guided Agent Orchestration for Efficient LLM Tool Use

A Subgoal-driven Framework for Improving Long-Horizon LLM Agents

The {\alpha}-Law of Observable Belief Revision in Large Language Model Inference

A comprehensive study of LLM-based argument classification: from Llama through DeepSeek to GPT-5.2

L-PRISMA: An Extension of PRISMA in the Era of Generative Artificial Intelligence (GenAI)

When Prompt Optimization Becomes Jailbreaking: Adaptive Red-Teaming of Large Language Models

Pitfalls in Evaluating Interpretability Agents

ItinBench: Benchmarking Planning Across Multiple Cognitive Dimensions with Large Language Models

MAPLE: Metadata Augmented Private Language Evolution

Breeze Taigi: Benchmarks and Models for Taiwanese Hokkien Speech Recognition and Synthesis

DIAL-KG: Schema-Free Incremental Knowledge Graph Construction via Dynamic Schema Induction and Evolution-Intent Assessment

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