Key papers

• ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution (2025)
  Robert Tjarko Lange et al.
  11.23
• AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents (2026)
  Kunlun Zhu et al.
  10.34
• CausaLab: A Scalable Environment for Interactive Causal Discovery Toward AI Scientists (2026)
  Junlin Yang et al.
  9.95
• Metacognition in LLMs: Foundations, Progress, and Opportunities (2026)
  Gabrielle Kaili-May Liu et al.
  9.18
• H$^2$SD: Hybrid Hindsight Self-Distillation (2026)
  Qiye Cai et al.
  8.57
• Large-Language-Models-as-a-Judge in Theory-Agnostic Adaptive Metric-Alignment for Prototypical Networks in Personality Recognition (2026)
  Jing Jie Tan et al.
  5.89
• Robust for the Wrong Reasons: The Representational Geometry of LLM Robustness to Science Skepticism (2026)
  Minjong Cheon
  5.49
• Conceptual Networks for Cross-Linguistic Idiomatic Expressions: A Feature-Based Graph Approach (2026)
  Kiran Pala et al.
  5.01
• STAMP: Provenance-Guided Credit Assignment for Deep Search Agents (2026)
  Ke Xu et al.
  5.01
• Reproducing human biases in route choice using large language models: Toward scalable behavioral modeling (2026)
  Jiangtao Han et al.
  5.01
• Bounding Boxes to Improve Small Language Model Performance on Vision-Based Grading Tasks (2026)
  Lachlan McGinness
  5.01
• Measuring Reward-Seeking via Contrastive Belief Updates (2026)
  Axel H{\o}jmark et al.
  5.01
• Prompt Design at Scale: How Format, Instruction Count, and Context Length Shape Instruction Adherence and Hallucination in Large Language Models (2026)
  Netanel Eliav
  5.00
• GeneMamba: An Efficient and Effective Foundation Model on Single Cell Data (2025)
  Cong Qi et al.
  4.87
• Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications (2025)
  Yuxing Lu et al.
  4.71
• ADVENT: LLM-Driven Automatic Predicate Invention for ILP (2026)
  Tingting Yu et al.
  4.39
• Safety Targeted Embedding Exploit via Refinement (2026)
  Joshua Adrian Cahyono
  4.39
• Automated grading of Linux/bash examinations using large language models: a four-level cognitive taxonomy approach (2026)
  Manuel Alonso-Carracedo et al.
  4.39
• How Much of the Routing Gap Is Real? Decomposing the Router-to-Oracle Gap into Reproducible Specialist Advantage and Single-Draw Label Noise (2026)
  Teng-Ruei Chen
  4.39
• TACTIC-KG: Toward Small Agent Teams for Cyber Threat Intelligence Knowledge Graph Construction (2026)
  Mouhamed Amine Bouchiha et al.
  4.39
• Performance Optimization and Comparative Analysis of Generative AI Models on Advanced Accelerators (2026)
  Amitash Nanda et al.
  4.39
• CCBENCH: Assessing LLM Cultural Competence via Implicitly Signaled Norms using Health Queries (2026)
  Vasudha Varadarajan et al.
  4.39
• Learning to Control LLM Agent Harnesses with Offline Reinforcement Learning (2026)
  Haiwen Yi et al.
  4.39
• Decision Protocols in Multi-Agent Large Language Model Conversations (2026)
  Lars Benedikt Kaesberg
  4.39
• Self-Review Reinforcement Learning (SRRL) with Cross-Episode Memory and Policy Distillation (2026)
  Muhammad Zain Amin et al.
  4.39
• CSTutorBench: Benchmarking Small Language Models as Tutors for Block-Based Programming (2026)
  H. Chad Lane et al.
  4.39
• Depression Symptoms and Relational Patterns in 187k ChatGPT Histories (2026)
  Neil K. R. Sehgal et al.
  4.39
• Akashic: A Low-Overhead LLM Inference Service with MemAttention (2026)
  Yang Liu et al.
  4.39
• Synthetic Consumer Insight Generation with Large Language Models (2026)
  Stephen L. France et al.
  4.39
• Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis (2026)
  Mingchen Li et al.
  4.39
• Evaluating Fine-Tuning and Metrics for Neural Decompilation of Dart AOT Binaries (2026)
  Raafat Abualazm et al.
  4.39
• DT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety Guardrail (2026)
  He Liu et al.
  4.39
• Format Sensitivity Index: Token-Controlled Prompt Wrapper Robustness and Schema Compliance in LLM Benchmarking (2026)
  Deep Pankajbhai Mehta
  4.39
• Faithful, Not Corrective: Message-Format Effects in Multi-Hop Agent Relays Are Tier-Dependent (2026)
  Zayx Shawn
  4.39
• Interpreting Latent CoT Reasoning as Dynamical Systems (2026)
  Sabari Iyyappan Duraipandian et al.
  4.39
• YUKTI: From Natural-Language Situations to Robust, Verifiable Decisions An Uncertainty-Typed Proposition IR, Assumption-Robust Pareto Frontiers, and a Regret Certificate (2026)
  Suyash Mishra
  4.39
• The Verifier is the Curriculum: Execution-Gated Self-Distillation for Cross-Family Game Generation (2026)
  Chenyu Zhou et al.
  4.39
• Closed-Loop Control with Rule-Aligned Small Language Models and Multi-Agent Self-Correction (2026)
  Yuchen Wang et al.
  4.39
• AGM-like Paraconsistent Partial Meet Abductive Expansion Operation (2026)
  Ulisses Franceschi Eliano
  4.39
• Coresets Before Score Sets: Evaluation-Unsupervised Prompt Subset Selection for LLM Benchmarks (2026)
  Jihan Yao et al.
  4.39
• Scaffolding the Strategist: Architecture-Dependent Reasoning Interventions in Hotelling Spatial Markets (2026)
  Pratyush Singh
  4.39
• Semantic Drift and the Stability of Operator Control in Reasoning-Class Decision Support Systems (2026)
  M. L. Kaluzhsky et al.
  4.39
• Prompting-MammAlps: Fine-Grained Text-to-Video Retrieval for Camera-Trap Data (2026)
  Valentin Gabeff et al.
  4.39
• Workload-Driven Optimization for On-Device Real-Time Subtitle Translation (2026)
  Tsz-To Wong
  4.39
• Who&When Pro: Can LLMs Really Attribute Failures in AI Agents? (2026)
  Jiale Liu et al.
  4.39
• AgentAbstain: Do LLM Agents Know When Not to Act? (2026)
  Xun Liu et al.
  4.39
• From ambiguous utterances to governed reuse classes: canonicalization, quotient invariance, and conditional decidability (2026)
  Cosimo Spera et al.
  4.39
• Efficiently Adapting Spoken Language Models for the Singaporean Context (2026)
  Ng Jia Sheng Jason
  4.39
• Minionese: Comprehensive Benchmark and Mechanistic Study of Multilingual LLM Safety (2026)
  Chigozirim Ifebi et al.
  4.39
• Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries (2026)
  Yubo Li
  4.39
• Cost of Reasoning in non-English Languages: A Case Study on Japanese (2026)
  Yuu Jinnai
  4.39
• UNIT: Unleash Large Language Models Potential for Graph Continual Learning (2026)
  Tairan Huang et al.
  4.39
• GRATE: Temporal Extensions for Inductive KG Foundation Models via Gated Rotary Attention (2026)
  Jiaxin Pan et al.
  4.39
• KGCQual: An Interpretable Framework for Evaluating the Knowledge Graph Construction Quality from Text (2026)
  Nipun Misra et al.
  4.39
• When Are Sparse Feature Interventions Actually Localized? Matched Evaluation for SAE-Based Safety Control (2026)
  Daming Luo
  4.39
• Behavioural Signatures of Risk-Sensitive Decision-Making in Large Language Models (2026)
  Xuankun Rong et al.
  4.39
• Can Agentic Trading Systems Pay for Their Own Intelligence? (2026)
  Qiqi Duan et al.
  4.39
• Polarization Detection: A Hybrid Approach with AfroXLMR-Social and DeBERTa for Low- and High-Resource Settings (2026)
  Muhammad Abdullahi Said
  4.39
• Structured Thoughts For Improved Reasoning And Context Pruning (2026)
  Zain Sarwar et al.
  4.39
• Cross-Layer Misalignment Detection in Agent Skills: A Progressive Loading-Aware Contrastive Learning Approach (2026)
  Chengjun Zhang et al.
  4.39