Key papers

• Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors (2026)
  Jianfei Ma et al.
  5.88
• OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding (2026)
  Jingbo Zhou et al.
  5.46
• Data Quality over Capacity: Internalizing Documents into LoRA Adapters for Closed-Book QA (2026)
  Joan Figuerola Hurtado
  5.01
• Designing Safety-Constrained LLM Systems for Public Health Information Access (2026)
  Ben Torkian et al.
  4.39
• Compaction as Epistemic Failure: How Agentic LLM Tools Fabricate Confirmed Results from Killed Processes (2026)
  Hiroki Tamba
  4.39
• Operational Evidence Gaps for LLMs in Fraud Detection and Trust-and-Safety Workflows (2026)
  Keyur Gabani
  4.39
• Securing LLMs in the Wild: Privacy and Security Challenges at the Edge (2026)
  Ren-Yi Huang et al.
  4.39
• The Caf\'e in Amsterdam: When the Incumbent Becomes the Oracle (2026)
  Augusto Camargo
  4.39
• Cross-Dialect Generalization Without Retraining: Benchmarks and Evaluation of Schema-Derived Constrained Decoding for MLIR (2026)
  Plawan Kumar Rath
  4.39
• Tool-Guided Retrieval-Augmented Repair for Securing LLM-Generated C Code (2026)
  Vidyut Sriram et al.
  4.39
• Enhancing SLMs for Sustainable Code Optimization in Radio-Astronomy (2026)
  Elisa Chiarotto et al.
  4.39
• Benchmarking Text-to-SQL under Role-Based Access Control (2026)
  Yang Fei et al.
  4.39
• Industrial Tokenization for LLM-Based Health Intelligence: A Federated Architecture for Industrial Evidence Integration (2026)
  Deshui Li et al.
  4.39
• An Unofficial FastLAS Tutorial: A Programmer's Guide (2026)
  Fabio Aurelio D'Asaro
  4.39
• LLM-based Source Code Compression via Thresholded Symbol Ranking (2026)
  Angelo Nardone et al.
  4.39
• Evaluating Communicative Belief Updates in Large Language Models via Implicature Recognition and Cancellation (2026)
  Cesare Spinoso-Di Piano et al.
  4.39
• Forensic Reproducibility Audit of a Radiology Vision-Language Model Benchmark: From Intended Protocol to Released Artifact (2026)
  Mateusz Koz{\l}owski
  4.39
• Dissociating the Internal Representations of Sycophancy in LLMs (2026)
  Anthony Baez et al.
  3.51
• ContinuityBench: A Benchmark and Systems Study of Stateful Failover in Multi-Provider LLM Routing (2026)
  Vishal Pandey et al.
  3.51
• Opaque Epistemic Mediation: How LLM Deployment Configurations Shape the Validation of Pseudo-Science (2026)
  Davide Scarso et al.
  3.51
• The Ghost Couple: Correlated LLM Name Priors and Their Haunting of the Web and Academic Publishing (2026)
  Micha{\l} Brzozowski et al.
  3.45
• WHBench: Evaluating Frontier LLMs with Expert-in-the-Loop Validation on Women's Health Topics (2026)
  Sneha Maurya et al.
  3.34
• When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas (2025)
  Steffen Backmann et al.
  2.29
• Prompt Framing Distorts Count Based Evaluation of LLM Error Detection: Evidence from Numeric Anchoring (2026)
  Dekun Yang
  2.00
• REFORGE: A Method for Benchmarking LLMs' Reverse Engineering Capabilities in Decompiled Binary Function Naming (2026)
  Nicolas Koller et al.
  2.00
• When LLMs Agree, Are They Right? Auditing Self-Consistency and Cross-Model Agreement as Confidence Signals (2026)
  Kaihua Ding
  2.00
• When LLMs Over-Answer: Measuring and Mitigating Quality Issues in LLM-Based Hardware Description Language Question Answering (2026)
  Ziteng Hu et al.
  2.00
• Identifying Implicit Bias in LLM-based Chat AI Toward People with Intellectual Disabilities (2026)
  Karly V. Coffey et al.
  2.00
• Do Methods Support the Claims? Intra-Paper Verification for Peer Review (2026)
  Ranjitha Shivaprasad Ballakuraya et al.
  2.00
• The Easy Trap: Why LLMs Underestimate Misconception-Driven Difficulty (2026)
  Amanda La Hadi et al.
  2.00
• Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems (2026)
  Marylou Fauchard et al.
  2.00
• Cognitive Convergence: Deep Similarities Between Large Language Models and Human Cognition (2026)
  Chandra Sripada et al.
  2.00
• Model-Driven Requirements Configuration with Three-Valued Uncertainty Scoring (2026)
  Ahmed Ibrahim
  2.00
• Aligning LLM-Simulated and Human Examinees for Psychometric Calibration: A Cognitive Diagnostic Profiling Approach (2026)
  Wenjie Zhou et al.
  2.00
• When Synthetic Users Fail: A Cross-Domain Benchmark of LLM-Simulated Human Survey Responses (2026)
  Zihan Chen et al.
  2.00
• LLMET: Enabling Cross-Layer Evaluation of Emerging M3D Memories for Energy-Efficient LLM Serving (2026)
  Ming-Yen Lee et al.
  2.00
• Harnessing Large Language Models for Intelligent Resource Allocation in the Internet of Everything (2026)
  Haijun Zhang et al.
  2.00
• Scientific Knowledge Discovery in the Age of Large Language Models (2026)
  Eleni Adamidi et al.
  2.00
• Do Latent Channels Actually Communicate? A Causal Audit of Latent Multi-Agent LLM (2026)
  Huixiang Zhang et al.
  2.00
• On-Policy Distillation for LLM Safety: A Routing Approach to Template-Robust Realignment (2026)
  Yongjian Guo et al.
  2.00
• Linguistic Monoculture in LLM-Assisted Language Use (2026)
  Suhas Thejaswi et al.
  2.00
• TLA-Prover: Verifiable TLA+ Specification Synthesis via Preference-Optimized Low-Rank Adaptation (2026)
  Eric Spencer et al.
  1.94
• Structured Belief State and the First Precision-Aware Benchmark for LLM Memory Retrieval (2026)
  Jeffrey Flynt
  1.89
• Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries (2026)
  Xing Zhang et al.
  1.89
• LLM-Extracted Covariates for Clinical Causal Inference: Rethinking Integration Strategies (2026)
  Lei Liu et al.
  1.83
• Benchmarking the Safety of Large Language Models for Robotic Health Attendant Control (2026)
  Mahiro Nakao et al.
  1.83
• Adaptively Robust LLM Monitoring via Activation Watermarking (2026)
  Toluwani Aremu et al.
  1.78
• Do LLMs Know What They Know? Measuring Metacognitive Efficiency with Signal Detection Theory (2026)
  Jon-Paul Cacioli
  1.78
• How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in LLMs (2026)
  Shivam Adarsh et al.
  1.67
• Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? (2026)
  Jing Ye et al.
  1.67
• DialectLLM: A Dialect-Aware Dialog[ue] Generation Framework Beyond Standard American English (2026)
  Jio Oh et al.
  1.67
• HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring (2025)
  Xin Wang et al.
  1.44
• The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness (2025)
  Krishna Subedi
  1.11
• Optimal Causal Annotations: An Application to Casenotes in Social Services (2025)
  Ezinne Nwankwo et al.
  1.06
• MEDIC: Comprehensive Evaluation of Leading Indicators for LLM Safety and Utility in Clinical Applications (2024)
  Praveenkumar Kanithi et al.
  —
• Integrating Reasoning Systems for Trustworthy AI, Proceedings of the 4th Workshop on Logic and Practice of Programming (LPOP) (2024)
  Anil Nerode et al.
  —