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Academic · 1 min

CAGMamba: Context-Aware Gated Cross-Modal Mamba Network for Multimodal Sentiment Analysis

arXiv:2604.03650v1 Announce Type: new Abstract: Multimodal Sentiment Analysis (MSA) requires effective modeling of cross-modal interactions and contextual dependencies while remaining computationally efficient. Existing fusion approaches …

Minghai Jiao, Jing Xiao, Peng Xiao, Ende Zhang, Shuang Kan, Wenyan Jiang, Jinyao Li, Yixian Liu, Haidong Xin

32 views Apr 7

Academic · 1 min

When Models Know More Than They Say: Probing Analogical Reasoning in LLMs

arXiv:2604.03877v1 Announce Type: new Abstract: Analogical reasoning is a core cognitive faculty essential for narrative understanding. While LLMs perform well when surface and structural cues …

Hope McGovern, Caroline Craig, Thomas Lippincott, Hale Sirin

27 views Apr 7

Academic · 1 min

CODE-GEN: A Human-in-the-Loop RAG-Based Agentic AI System for Multiple-Choice Question Generation

arXiv:2604.03926v1 Announce Type: new Abstract: We present CODE-GEN, a human-in-the-Loop, retrieval-augmented generation (RAG)-based agentic AI system for generating context-aligned multiple-choice questions to develop student code …

Xiaojing Duan, Frederick Nwanganga, Chaoli Wang

67 views Apr 7

Academic · 1 min

Spatiotemporal Interpolation of GEDI Biomass with Calibrated Uncertainty

arXiv:2604.03874v1 Announce Type: new Abstract: Monitoring deforestation-driven carbon emissions requires both spatially explicit and temporally continuous estimates of aboveground biomass density (AGBD) with calibrated uncertainty. …

Robin Young, Srinivasan Keshav

59 views Apr 7

Academic · 1 min

'Layer su Layer': Identifying and Disambiguating the Italian NPN Construction in BERT's family

arXiv:2604.03673v1 Announce Type: new Abstract: Interpretability research has highlighted the importance of evaluating Pretrained Language Models (PLMs) and in particular contextual embeddings against explicit linguistic …

Greta Gorzoni, Ludovica Pannitto, Francesca Masini

61 views Apr 7

Academic · 1 min

IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking

arXiv:2604.03232v1 Announce Type: new Abstract: IC3, also known as property-directed reachability (PDR), is a commonly-used algorithm for hardware safety model checking. It checks if a …

Mingkai Miao, Guangyu Hu, Ziyi Yang, Hongce Zhang

38 views Apr 7

Academic · 1 min

Towards a theory of morphology-driven marking in the lexicon: The case of the state

arXiv:2604.03422v1 Announce Type: new Abstract: All languages have a noun category, but its realisation varies considerably. Depending on the language, semantic and/or morphosyntactic differences may …

Mohamed El Idrissi

27 views Apr 7

Academic · 1 min

BioAlchemy: Distilling Biological Literature into Reasoning-Ready Reinforcement Learning Training Data

arXiv:2604.03506v1 Announce Type: new Abstract: Despite the large corpus of biology training text, the impact of reasoning models on biological research generally lags behind math …

Brian Hsu, Ozan G\"okdemir, Carlo Siebenschuh, Bruce Parrello, Neil Getty, Thomas S. Brettin, Rick L. Stevens, Ian T. Foster, Nicholas Chia, Arvind Ramanathan

51 views Apr 7

Academic · 1 min

Representational Collapse in Multi-Agent LLM Committees: Measurement and Diversity-Aware Consensus

arXiv:2604.03809v1 Announce Type: new Abstract: Multi-agent LLM committees replicate the same model under different role prompts and aggregate outputs by majority vote, implicitly assuming that …

Dipkumar Patel

70 views Apr 7

Academic · 1 min

Trivial Vocabulary Bans Improve LLM Reasoning More Than Deep Linguistic Constraints

arXiv:2604.02699v1 Announce Type: new Abstract: A previous study reported that E-Prime (English without the verb "to be") selectively altered reasoning in language models, with cross-model …

Rodney Jehu-Appiah

60 views Apr 6

Academic · 1 min

Understanding the Nature of Generative AI as Threshold Logic in High-Dimensional Space

arXiv:2604.02476v1 Announce Type: new Abstract: This paper examines the role of threshold logic in understanding generative artificial intelligence. Threshold functions, originally studied in the 1960s …

Ilya Levin

30 views Apr 6

Academic · 1 min

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems

arXiv:2604.02668v1 Announce Type: new Abstract: Large language models (LLMs) often exhibit sycophancy: agreement with user stance even when it conflicts with the model's opinion. While …

Vira Kasprova, Amruta Parulekar, Abdulrahman AlRabah, Krishna Agaram, Ritwik Garg, Sagar Jha, Nimet Beyza Bozdag, Dilek Hakkani-Tur

54 views Apr 6

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Articles

CAGMamba: Context-Aware Gated Cross-Modal Mamba Network for Multimodal Sentiment Analysis

When Models Know More Than They Say: Probing Analogical Reasoning in LLMs

CODE-GEN: A Human-in-the-Loop RAG-Based Agentic AI System for Multiple-Choice Question Generation

Spatiotemporal Interpolation of GEDI Biomass with Calibrated Uncertainty

'Layer su Layer': Identifying and Disambiguating the Italian NPN Construction in BERT's family

IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking

Towards a theory of morphology-driven marking in the lexicon: The case of the state

BioAlchemy: Distilling Biological Literature into Reasoning-Ready Reinforcement Learning Training Data

Representational Collapse in Multi-Agent LLM Committees: Measurement and Diversity-Aware Consensus

Trivial Vocabulary Bans Improve LLM Reasoning More Than Deep Linguistic Constraints

Understanding the Nature of Generative AI as Threshold Logic in High-Dimensional Space

Too Polite to Disagree: Understanding Sycophancy Propagation in Multi-Agent Systems

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