Key papers

• AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents (2026)
  Xiangchen Cheng et al.
  12.42
• AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents (2026)
  Kunlun Zhu et al.
  11.84
• AgenticDataBench: A Comprehensive Benchmark for Data Agents (2026)
  Zhaoyan Sun et al.
  11.22
• SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use (2026)
  Jiayin Zhu et al.
  10.21
• PACE: A Proxy for Agentic Capability Evaluation (2026)
  Yueqi Song et al.
  8.24
• NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs (2026)
  Jiarong Zhao et al.
  7.96
• Computational Humor with Multimodal LLMs: Methods, Datasets, Evaluation, and Challenges (2026)
  Tuo Liang et al.
  5.87
• Robust for the Wrong Reasons: The Representational Geometry of LLM Robustness to Science Skepticism (2026)
  Minjong Cheon
  5.49
• Position Bias is Hidden Behind Ceiling Effects: A Permutation Diagnostic for LLM Benchmarks (2026)
  Hiroki Tamba
  5.49
• ExPerT: Personalizing LLM Responses to Users' Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues (2026)
  Yeji Park et al.
  5.01
• Office Comprehension Benchmark (2026)
  Firoz Shaik et al.
  5.01
• TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue (2026)
  Hao Zhang et al.
  5.01
• MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering (2026)
  Dang Quang Thien Tran et al.
  5.01
• IsoSci: A Benchmark of Isomorphic Cross-Domain Science Problems for Evaluating Reasoning versus Knowledge Retrieval in LLMs (2026)
  Samir Abdaljalil et al.
  5.01
• Grounded Optimization: A Layered Engineering Framework for Reducing LLM Hallucination in Automated Personal Document Rewriting (2026)
  Shashank Indukuri et al.
  5.01
• DiPS: Dialogue Policy Selection for High-Stakes Persuasion Agents (2026)
  Tianyi Zhang et al.
  5.01
• Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts (2026)
  Valentin J. J. Kreileder et al.
  5.01
• TUDUM: A Turkish-Thinking Reasoning Pipeline for Qwen3.5-27B (2026)
  Baran Bingol et al.
  5.01
• AIriskEval-edu: New Dataset for Risk Assessment in AI-mediated K-12 Educational Explanations (2026)
  Javier Irigoyen et al.
  5.01
• PhysMani: Physics-principled 3D World Model for Dynamic Object Manipulation (2026)
  Peng Yun et al.
  5.01
• Object Aligner: A Configurable JSON Schema Similarity Score for Graphs, Applied to LLM Prompt Optimization (2026)
  Jan Drchal
  5.01
• OpenSafeIntent: Evaluating Intent-Calibrated Safe Completion Across Dual-Use Prompt Sets (2026)
  Rheeya Uppaal et al.
  5.01
• SPLIT: Cross-Lingual Empathy and Cultural Grounding in English and Ukrainian LLM Responses (2026)
  Anna Chorna
  5.01
• AutoIndex: Learning Representation Programs for Retrieval (2026)
  Sam O'Nuallain 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
• GLAN-QnA-KR: A Seedless Taxonomy-Driven Korean Instruction Corpus (2026)
  Daekeun Kim
  5.01
• Confidently Deceptive: How Confidence Amplifies the Risk of LLM Deception (2026)
  Ali Asad et al.
  5.01
• The Storyteller in the Model: Narrative Pattern Inheritance, Escalation Dynamics, and Alignment Governance in LLMs (2026)
  Adam Rigby et al.
  5.01
• ShriNep@EEUCA 2026: RAKSHAK - Multi-Task DeBERTa with Rationale Distillation and Jigsaw-Augmented Training for Toxic Intent Classification (2026)
  Binayak Karki et al.
  5.01
• Semantic Field Theory: Historical Origin, Higher-Order Interaction, and Stabilized Semantic Inference (2026)
  Dimitris Vartziotis
  5.01
• A Knowledge-Injection Framework for Zero-Shot Adaptation of LLMs to Delirium Prediction (2026)
  Jessica Sena et al.
  5.01
• RE-AD: Real-Time Requirement Adherence for Data Labeling (2026)
  Siddarth Malreddy et al.
  5.01
• Instruct-FD: Can Your Full-Duplex Speech System Follow Turn-Taking Instructions? (2026)
  Yuzhi Tang et al.
  5.01
• Can Valence Reflect Morality in Natural Language? A Preliminary Annotation Study (2026)
  Jonny O'Dwyer et al.
  5.01
• Evaluating the Effectiveness of Persona Simulation in Opinion Prediction with GPT-4.1 (2026)
  Sarah Y. Li et al.
  5.01
• From Agent Failures to Text Policies: What Works and What Breaks (2026)
  Jaideep Ray et al.
  5.01
• Rushes: A Human Preference Dataset for Pluralistic Alignment (2026)
  Michael Xu et al.
  5.01
• Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles (2026)
  Donghwan Kim
  5.01
• The Geometry of Personality: Activation Steering with Jungian Cognitive Functions (2026)
  Liu Zai (University of Glasgow) et al.
  5.01
• CSPF: A Constrained Shared-Private Fusion Method for Non-Verifiable Preference Evaluation (2026)
  Hehao Zhang et al.
  5.01
• QuantiBias: Benchmarking Quantization-Induced Bias in LLMs (2026)
  Emilio Ferrara
  5.01
• One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies (2026)
  Minh Ngoc Ta et al.
  5.01
• slang.gr as a Large-Scale Crowdsourced Resource for Non-Standard Greek (2026)
  Panagiotis Papadakos 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
• Learning User-Aware Recall: Personalized Retrieval in Long-Term Conversational Memory (2026)
  ZhiShu Jiang et al.
  4.39
• Structuring the Space of Sociotechnical Alignment (2026)
  Esra D\"onmez et al.
  4.39
• Black-Box Inference of LLM Architectural Properties with Restrictive API Access (2026)
  Christopher Ellis et al.
  4.39
• Risk Architecture for AI-Native Engineering Teams: An Organizational Framework for Agentic System Governance (2026)
  Laxmipriya Ganesh Iyer
  4.39
• On the Utility and Factual Reliability of Pruned Mixture-of-Experts Models in the Biomedical Domain (2026)
  Atsuki Yamaguchi et al.
  4.39
• Multi-Head Recurrent Memory Agents (2026)
  Jiatong Li et al.
  4.39
• Hawk: Harnessing Hardware-Aware Knowledge for High-Performance NPU Kernel Generation (2026)
  Junyi Wen et al.
  4.39
• Epistemic Goggles: A Pretrained Module that Induces an Epistemic Frame via Gradient Editing (2026)
  Joshua Penman
  4.39
• Pre-Flight: A Benchmark for Evaluating Large Language Models on Aviation Operational Knowledge (2026)
  Alex Brooker et al.
  4.39
• Safety Targeted Embedding Exploit via Refinement (2026)
  Joshua Adrian Cahyono
  4.39
• Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing (2026)
  Siyuan Li et al.
  4.39
• Steerability via constraints: a substrate for scalable oversight of coding agents (2026)
  Thomas Winninger
  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
• What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates (2026)
  Arman Ghaffarizadeh et al.
  4.39
• AEVAL: From Anecdotal to Deterministic Testing for Agentic Skill Workflows (2026)
  Tejas Singh Anand et al.
  4.39