Large Language Model Calls

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Large LanguageLarge Language Model PerformanceLarge Language Models(LlmsLarge Language Model Output

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Period ending 2026-09-14

3 new papers

A weekly snapshot of new work published in Large Language Model Calls.

Period ending 2026-09-07

4 new papers

A weekly snapshot of new work published in Large Language Model Calls.

49 papers

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  1. The Stochastic Deputy: Structural Tenant Isolation for Tool-Using LLM Agents

    Sep 13, 2026Mirza Samad Ahmed Baig, Syeda Anshrah Gillani, Asher Ali +1Large Language Model AgentsModel Context Protocol

  2. Building py-kvcache: A Performance Characterization of External KV Caching for vLLM with NVMe SSDs

    Sep 11, 2026Joseph Kanichai, Tiziano De Matteis, Animesh TrivediKv-Cache BlocksKey-Value Cache

  3. LiteRAG: Cost-Efficient Graph-Based Retrieval-Augmented Generation

    Sep 9, 2026Daniel Alejandro Coll Tejeda, Pedro García López, Daniel Barcelona-PonsGraph-Based Retrieval Augmented GenerationGraph-Based Retrieval

  4. ACEA: An Adversarial Co-Evolution Arena for Head-to-Head Red-Team and Blue-Team LLM Testing

    Sep 8, 2026Yi Ting Shen, Kentaroh Toyoda, Alex LeungLarge Language Model EvaluationLarge Language Model Calls

  5. From Zero to Hero: An Open LLM Ecosystem for Armenian

    Sep 3, 2026Erik Arakelyan, Khatun Avetisyan, Meri Davtyan +5Arabic Natural Language ProcessingText Corpora

  6. RecalibrateGPT: AI Fatigue Resilient Conversational Interfaces

    Sep 1, 2026Nikhil WaniCognitive LoadConversational Artificial Intelligence

  7. ElasticBack: Stealthy Conditional Backdoor in LLM-Agent Skills via Coupled Trigger-Rule Optimization

    Aug 10, 2026Hao Sui, Simeng Qin, Jie Liao +3Backdoor AttacksMalicious Code

  8. Carnot: Interpretable, Interactive, and Optimized Execution of Deep Research Queries

    Aug 10, 2026Matthew Russo, Yash Agarwal, Tianyu Li +5Data LakesComplex Query Answering

  9. The Bitter Lesson of Tool Calling

    Aug 6, 2026Ishan Patel, Sahil Sen, Elias Lumer +1Large Language Model CallsTool

  10. Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

    Aug 5, 2026Yinghui He, Ling Yang, Jiarui Liu +6Long-Horizon TasksLarge Language Model Calls

  11. Getting the Parameters Right: A Difficulty-Graded Benchmark and Probe-Guided Training for LLM Tool Calls

    Aug 4, 2026Guoyao Yu, Xiaoqing Sun, Ziqi Huang +13Large Language Model CallsLarge Language Model Agents

  12. IFHierBench: Hierarchical Instruction Following for Large Language Models

    Jul 30, 2026Yuetian Mao, Chunyang ChenInstruction-Tuned ModelsInstruction

  13. ContinuityBench: A Benchmark and Systems Study of Stateful Failover in Multi-Provider LLM Routing

    Jul 17, 2026Vishal Pandey, Gopal SinghLarge Language Model CallsLarge Language Model Routing

  14. How Artificial Intelligence LLM Engines Shape the Global Conflict Information Environment

    Jul 15, 2026Jason MiklianConflictLarge Language Model Calls

  15. RCWT: Measuring Task-Budget Displacement from Coordination Content in LLM Calls

    Jul 13, 2026Brenda Lelis, Rodrigo Cabral-CarvalhoLocal WindowsLarge Language Model Calls

  16. A Gold-Standard Study of What Makes a Lightweight Game-Playing Agent Strong

    Jul 7, 2026Nima Kelidari, Mohammadsaeed Haghi, Mahdi SalmaniAgentic Reinforcement-Learning FrameworkImperfect-Information Games

  17. Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL

    Jul 4, 2026Yaron Anavi, Mor Aisenberg, Nadav Nesher +2Text-To-SqlSql

  18. Black-Box Inference of LLM Architectural Properties with Restrictive API Access

    Jul 1, 2026Christopher Ellis, Shreyas Chaudhari, Mei-Yu Wang +3Large Language Model CallsBlack Box

  19. Uncertainty-Aware Sequential Decision Rules for Event-Triggered LLM Invocation in Streaming Systems

    Jun 27, 2026Zhaohui WangLarge Language Model CallsLarge Language Model Performance

  20. RLM-Cascade: Response-Level Speculative Decoding for Cost-Efficient LLM API Serving

    Jun 22, 2026Haifeng Wu, Srinivasan Manoharan, Fangbo Tu +2Large Language Model CallsLarge Language Model Serving

  21. SCOPE: Sequential Conformal Probing for Reliable OOD Rejection in LLM Services

    Jun 19, 2026Zhuoyun Li, Boxuan Wang, Changshun Wu +2Out-Of-Distribution DetectionOut-Of-Distribution

  22. Uncertainty Decomposition for Clarification Seeking in LLM Agents

    Jun 17, 2026Gregory MatsnevLarge Language Model UncertaintyLarge Language Model Agents

  23. Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation

    Jun 9, 2026Yupu Hao, Zhuoran Jin, Huanxuan Liao +2Experience-Driven LearningLarge Language Model Calls

  24. The Amplifying Mirror: Locating and Steering the Partisan Direction inside a Large Language Model

    Jun 7, 2026Wendy K. TamLarge Language Model BiasIdeology

  25. Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents

    Jun 6, 2026Xinyu Guan, Qianyang Zhao, Yuming DengContextual ReasoningLarge Language Model Calls

  26. Online Pandora's Box for Contextual LLM Cascading

    Jun 5, 2026Alexandre Belloni, Yan Chen, Yehua WeiLarge Language Model Calls

  27. NTILC: Neural Tool Invocation via Learned Compression

    Jun 4, 2026Andrew Krikorian, Yayuan Li, Jason J. CorsoTool InvocationMulti-Turn Tool-Use Agent

  28. Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits

    May 28, 2026Sixue Xing, Haoyu He, Kerui Wu +4Evolutionary SearchMulti-Armed Bandits

  29. The Ethics of LLM Sandbox and Persona Dynamics

    May 27, 2026Tim Gebbie, Stewart GebbieEthicsLarge Language Model Safety

  30. Knowing When to Ask: Segment-Level Credit Assignment for LLM Tool Use

    May 27, 2026Abhijit Kumar, Zoey Wu, Mohit SuleyLarge Language Model CallsTool

  31. How Many Tools Should an LLM Agent See? A Chance-Corrected Answer

    May 23, 2026Vyzantinos Repantis, Ameya Gawde, Harshvardhan Singh +1Large Language Model AgentsTool

  32. Reflective Prompt Tuning through Language Model Function-Calling

    May 20, 2026Farima Fatahi Bayat, Moin Aminnaseri, Pouya Pezeshkpour +1Prompt TuningInstruction-Tuned Models

  33. OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization

    May 18, 2026Zhongzhu Zhou, Donglin Zhuang, Jisen Li +4Key-Value Cache QuantizationQuantization

  34. Firefly: Illuminating Large-Scale Verified Tool-Call Data Generation from Real APIs

    May 17, 2026Yuxuan Lu, Ziyi Wang, Yingzhou Lu +12CallLarge Language Model Calls

  35. Latency-Quality Routing for Functionally Equivalent Tools in LLM Agents

    May 14, 2026Kexin Chu, Dawei Xiang, Wei ZhangLarge Language Model RoutingLarge Language Model Calls

  36. LLM Agents Already Know When to Call Tools -- Even Without Reasoning

    May 10, 2026Chung-En Sun, Linbo Liu, Ge Yan +2Multi-Turn Tool-Use AgentTool

  37. SearchSkill: Teaching LLMs to Use Search Tools with Evolving Skill Banks

    May 9, 2026Jinchao Hu, Meizhi Zhong, Kehai Chen +1Agentic SearchMulti-Hop Question Answering Benchmarks

  38. SkillSelect-Serve: QoS-Aware Budgeted Skill Service Recommendation for LLM Agents

    May 8, 2026Jingyuan Zheng, Dongjing Wang, Xin Zhang +7Reusable Agent SkillsLarge Language Model Agents

  39. Switchcraft: AI Model Router for Agentic Tool Calling

    May 8, 2026Sharad Agarwal, Pooria Namyar, Alec Wolman +3Large Language Model RoutingAgentic Tool Use

  40. To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling

    May 1, 2026Qinyuan Wu, Soumi Das, Mahsa Amani +5Large Language Model CallsTool

  41. SAGA: Workflow-Atomic Scheduling for AI Agent Inference on GPU Clusters

    May 1, 2026Dongxin Guo, Jikun Wu, Siu Ming YiuLarge Language Model Calls

  42. Belief-Guided Inference Control for Large Language Model Services via Verifiable Observations

    Apr 30, 2026Wenhao Yuan, Chenchen Lin, Jian Chen +3Large Language Model CallsToken Budgets

  43. LegalDrill: Diagnosis-Driven Synthesis for Legal Reasoning in Small Language Models

    Apr 26, 2026Tianchun Li, Haochen Liu, Vishwa Pardeshi +5Legal DomainLarge Language Model Reasoning

  44. Uncertainty Quantification for LLM Function-Calling

    Apr 24, 2026Zihuiwen Ye, Lukas Aichberger, Michael Kirchhof +5Large Language Model UncertaintyReliable Uncertainty Quantification

  45. Aligning Dense Retrievers with LLM Utility via Distillation

    Apr 24, 2026Rajinder Sandhu, Di Mu, Cheng Chang +4Retrieval LayerRetrievers

  46. Anchor-and-Resume Concession Under Dynamic Pricing for LLM-Augmented Freight Negotiation

    Apr 22, 2026Hoang Nguyen, Lu Wang, Marta Gaia BrasNegotiationPrices

  47. R2IF: Aligning Reasoning with Decisions via Composite Rewards for Interpretable LLM Function Calling

    Apr 22, 2026Aijia Cheng, Kailong Wang, Ling Shi +1Large Language Model CallsDecisions

  48. River-LLM: Large Language Model Seamless Exit Based on KV Share

    Apr 20, 2026Yingtao Shen, An ZouLLM Inference EfficiencyLarge Language Model Decoder

  49. HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering

    Mar 19, 2026Dan Ben-Ami, Gabriele Serussi, Kobi Cohen +1Video Question AnsweringMultimodal Query