Academic

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Academic · 1 min

Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs

arXiv:2603.22446v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) has significantly improved reasoning in large language models (LLMs), yet the token-level mechanisms underlying …

Haoming Meng, Kexin Huang, Shaohang Wei, Chiyu Ma, Shuo Yang, Xue Wang, Guoyin Wang, Bolin Ding, Jingren Zhou

6 views Mar 25

Academic · 1 min

SAiW: Source-Attributable Invisible Watermarking for Proactive Deepfake Defense

arXiv:2603.23178v1 Announce Type: new Abstract: Deepfakes generated by modern generative models pose a serious threat to information integrity, digital identity, and public trust. Existing detection …

Bibek Das, Chandranath Adak, Soumi Chattopadhyay, Zahid Akhtar, Soumya Dutta

3 views Mar 25

Academic · 1 min

How Utilitarian Are OpenAI's Models Really? Replicating and Reinterpreting Pfeffer, Kr\"ugel, and Uhl (2025)

arXiv:2603.22730v1 Announce Type: new Abstract: Pfeffer, Kr\"ugel, and Uhl (2025) report that OpenAI's reasoning model o1-mini produces more utilitarian responses to the trolley problem and …

Johannes Himmelreich

51 views Mar 25

Academic · 1 min

Memory Bear AI Memory Science Engine for Multimodal Affective Intelligence: A Technical Report

arXiv:2603.22306v1 Announce Type: new Abstract: Affective judgment in real interaction is rarely a purely local prediction problem. Emotional meaning often depends on prior trajectory, accumulated …

Deliang Wen, Ke Sun, Yu Wang

10 views Mar 25

Academic · 1 min

Evaluating Prompting Strategies for Chart Question Answering with Large Language Models

arXiv:2603.22288v1 Announce Type: new Abstract: Prompting strategies affect LLM reasoning performance, but their role in chart-based QA remains underexplored. We present a systematic evaluation of …

Ruthuparna Naikar, Ying Zhu

3 views Mar 25

Academic · 1 min

Optimizing Small Language Models for NL2SQL via Chain-of-Thought Fine-Tuning

arXiv:2603.22942v1 Announce Type: new Abstract: Translating Natural Language to SQL (NL2SQL) remains a critical bottleneck for democratization of data in enterprises. Although Large Language Models …

Anshul Solanki, Sanchit Latawa, Koushik Chakraborty, Navneet Kamboj

3 views Mar 25

Academic · 1 min

Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions

arXiv:2603.22973v1 Announce Type: new Abstract: Computational methods applied to legal scholarship hold the promise of analyzing law at scale. We start from a simple question: …

Avrile Floro (UPHF), Tamara Dhorasoo (UPHF), Soline Pellez (UPHF), Nils Holzenberger

3 views Mar 25

Academic · 1 min

Learning What Matters Now: Dynamic Preference Inference under Contextual Shifts

arXiv:2603.22813v1 Announce Type: new Abstract: Humans often juggle multiple, sometimes conflicting objectives and shift their priorities as circumstances change, rather than following a fixed objective …

Xianwei Cao, Dou Quan, Zhenliang Zhang, Shuang Wang

13 views Mar 25

Academic · 1 min

STEM Agent: A Self-Adapting, Tool-Enabled, Extensible Architecture for Multi-Protocol AI Agent Systems

arXiv:2603.22359v1 Announce Type: new Abstract: Current AI agent frameworks commit early to a single interaction protocol, a fixed tool integration strategy, and static user models, …

Alfred Shen, Aaron Shen

3 views Mar 25

Academic · 1 min

MedCausalX: Adaptive Causal Reasoning with Self-Reflection for Trustworthy Medical Vision-Language Models

arXiv:2603.23085v1 Announce Type: new Abstract: Vision-Language Models (VLMs) have enabled interpretable medical diagnosis by integrating visual perception with linguistic reasoning. Yet, existing medical chain-of-thought (CoT) …

Jianxin Lin, Chunzheng Zhu, Peter J. Kneuertz, Yunfei Bai, Yuan Xue

3 views Mar 25

Academic · 1 min

Whether, Not Which: Mechanistic Interpretability Reveals Dissociable Affect Reception and Emotion Categorization in LLMs

arXiv:2603.22295v1 Announce Type: new Abstract: Large language models appear to develop internal representations of emotion -- "emotion circuits," "emotion neurons," and structured emotional manifolds have …

Michael Keeman

6 views Mar 25

Academic · 1 min

Reliable Classroom AI via Neuro-Symbolic Multimodal Reasoning

arXiv:2603.22793v1 Announce Type: new Abstract: Classroom AI is rapidly expanding from low-level perception toward higher-level judgments about engagement, confusion, collaboration, and instructional quality. Yet classrooms …

Sina Bagheri Nezhad

13 views Mar 25

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Academic

Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs

SAiW: Source-Attributable Invisible Watermarking for Proactive Deepfake Defense

How Utilitarian Are OpenAI's Models Really? Replicating and Reinterpreting Pfeffer, Kr\"ugel, and Uhl (2025)

Memory Bear AI Memory Science Engine for Multimodal Affective Intelligence: A Technical Report

Evaluating Prompting Strategies for Chart Question Answering with Large Language Models

Optimizing Small Language Models for NL2SQL via Chain-of-Thought Fine-Tuning

Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions

Learning What Matters Now: Dynamic Preference Inference under Contextual Shifts

STEM Agent: A Self-Adapting, Tool-Enabled, Extensible Architecture for Multi-Protocol AI Agent Systems

MedCausalX: Adaptive Causal Reasoning with Self-Reflection for Trustworthy Medical Vision-Language Models

Whether, Not Which: Mechanistic Interpretability Reveals Dissociable Affect Reception and Emotion Categorization in LLMs

Reliable Classroom AI via Neuro-Symbolic Multimodal Reasoning

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