Academic

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Academic · 1 min

MEMO: Memory-Augmented Model Context Optimization for Robust Multi-Turn Multi-Agent LLM Games

arXiv:2603.09022v1 Announce Type: new Abstract: Multi-turn, multi-agent LLM game evaluations often exhibit substantial run-to-run variance. In long-horizon interactions, small early deviations compound across turns and …

Yunfei Xie, Kevin Wang, Bobby Cheng, Jianzhu Yao, Zhizhou Sha, Alexander Duffy, Yihan Xi, Hongyuan Mei, Cheston Tan, Chen Wei, Pramod Viswanath, Zhangyang Wang

31 views Mar 11

Academic · 1 min

PrivPRISM: Automatically Detecting Discrepancies Between Google Play Data Safety Declarations and Developer Privacy Policies

arXiv:2603.09214v1 Announce Type: new Abstract: End-users seldom read verbose privacy policies, leading app stores like Google Play to mandate simplified data safety declarations as a …

Bhanuka Silva, Dishanika Denipitiyage, Anirban Mahanti, Aruna Seneviratne, Suranga Seneviratne

35 views Mar 11

Academic · 1 min

An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse

arXiv:2603.09463v1 Announce Type: new Abstract: Model merging unifies independently fine-tuned LLMs from the same base, enabling reuse and integration of parallel development efforts without retraining. …

Yuan Cao, Dezhi Ran, Yuzhe Guo, Mengzhou Wu, Simin Chen, Linyi Li, Wei Yang, Tao Xie

28 views Mar 11

Academic · 1 min

MASEval: Extending Multi-Agent Evaluation from Models to Systems

arXiv:2603.08835v1 Announce Type: new Abstract: The rapid adoption of LLM-based agentic systems has produced a rich ecosystem of frameworks (smolagents, LangGraph, AutoGen, CAMEL, LlamaIndex, i.a.). …

Cornelius Emde, Alexander Rubinstein, Anmol Goel, Ahmed Heakl, Sangdoo Yun, Seong Joon Oh, Martin Gubri

34 views Mar 11

Academic · 1 min

AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem

arXiv:2603.08938v1 Announce Type: new Abstract: The rapid emergence of open-source, locally hosted intelligent agents marks a critical inflection point in human-computer interaction. Systems such as …

Rui Liu, Tao Zhe, Dongjie Wang, Zijun Yao, Kunpeng Liu, Yanjie Fu, Huan Liu, Jian Pei

30 views Mar 11

Academic · 1 min

Explainable Innovation Engine: Dual-Tree Agent-RAG with Methods-as-Nodes and Verifiable Write-Back

arXiv:2603.09192v1 Announce Type: new Abstract: Retrieval-augmented generation (RAG) improves factual grounding, yet most systems rely on flat chunk retrieval and provide limited control over multi-step …

Renwei Meng

79 views Mar 11

Academic · 1 min

Bioalignment: Measuring and Improving LLM Disposition Toward Biological Systems for AI Safety

arXiv:2603.09154v1 Announce Type: new Abstract: Large language models (LLMs) trained on internet-scale corpora can exhibit systematic biases that increase the probability of unwanted behavior. In …

Trent R Northen, Mingxun Wang

43 views Mar 11

Academic · 1 min

The FABRIC Strategy for Verifying Neural Feedback Systems

arXiv:2603.08964v1 Announce Type: new Abstract: Forward reachability analysis is a dominant approach for verifying reach-avoid specifications in neural feedback systems, i.e., dynamical systems controlled by …

I. Samuel Akinwande, Sydney M. Katz, Mykel J. Kochenderfer, Clark Barrett

38 views Mar 11

Academic · 1 min

EPOCH: An Agentic Protocol for Multi-Round System Optimization

arXiv:2603.09049v1 Announce Type: new Abstract: Autonomous agents are increasingly used to improve prompts, code, and machine learning systems through iterative execution and feedback. Yet existing …

Zhanlin Liu, Yitao Li, Munirathnam Srikanth

22 views Mar 11

Academic · 1 min

Logics-Parsing-Omni Technical Report

arXiv:2603.09677v1 Announce Type: new Abstract: Addressing the challenges of fragmented task definitions and the heterogeneity of unstructured data in multimodal parsing, this paper proposes the …

Xin An, Jingyi Cai, Xiangyang Chen, Huayao Liu, Peiting Liu, Peng Wang, Bei Yang, Xiuwen Zhu, Yongfan Chen, Baoyu Hou, Shuzhao Li, Weidong Ren, Fan Yang, Jiangtao Zhang, Xiaoxiao Xu, Lin Qu

31 views Mar 11

Academic · 1 min

LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation

arXiv:2603.09403v1 Announce Type: new Abstract: Validating evaluation metrics for NLG typically relies on expensive and time-consuming human annotations, which predominantly exist only for English datasets. …

Luk\'a\v{s} Eigler, Jind\v{r}ich Libovick\'y, David Hurych

52 views Mar 11

Academic · 1 min

OOD-MMSafe: Advancing MLLM Safety from Harmful Intent to Hidden Consequences

arXiv:2603.09706v1 Announce Type: new Abstract: While safety alignment for Multimodal Large Language Models (MLLMs) has gained significant attention, current paradigms primarily target malicious intent or …

Ming Wen, Kun Yang, Jingyu Zhang, Yuxuan Liu, shiwen cui, Shouling Ji, Xingjun Ma

33 views Mar 11

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Academic

MEMO: Memory-Augmented Model Context Optimization for Robust Multi-Turn Multi-Agent LLM Games

PrivPRISM: Automatically Detecting Discrepancies Between Google Play Data Safety Declarations and Developer Privacy Policies

An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse

MASEval: Extending Multi-Agent Evaluation from Models to Systems

AgentOS: From Application Silos to a Natural Language-Driven Data Ecosystem

Explainable Innovation Engine: Dual-Tree Agent-RAG with Methods-as-Nodes and Verifiable Write-Back

Bioalignment: Measuring and Improving LLM Disposition Toward Biological Systems for AI Safety

The FABRIC Strategy for Verifying Neural Feedback Systems

EPOCH: An Agentic Protocol for Multi-Round System Optimization

Logics-Parsing-Omni Technical Report

LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation

OOD-MMSafe: Advancing MLLM Safety from Harmful Intent to Hidden Consequences

JCG, PC

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