Key papers

• Skill-Contracted Agents for Evidence-Aware Materials Literature Analysis (2026)
  Bixuan Li et al.
  5.01
• Instruct-FD: Can Your Full-Duplex Speech System Follow Turn-Taking Instructions? (2026)
  Yuzhi Tang et al.
  5.01
• Frontier Financial Judgement: Can agents tell what might move a stock? (2026)
  Joshua Harris
  5.01
• Decision Protocols in Multi-Agent Large Language Model Conversations (2026)
  Lars Benedikt Kaesberg
  4.39
• DFAH-Bench: Benchmarking Observable Agent Instability in Financial Decision-Making (2026)
  Raffi Khatchadourian
  4.39
• Agentic systems for breast cancer treatment recommendations (2026)
  Vinicius Anjos de Almeida et al.
  3.51
• Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals (2026)
  Mohotarema Rashid et al.
  3.51
• SkillSelect-Serve: QoS-Aware Budgeted Skill Service Recommendation for LLM Agents (2026)
  Jingyuan Zheng et al.
  2.00
• PATHFinder Agent for Tailored Prenatal Care (2026)
  Vaibhav Balloli et al.
  2.00
• How Affect Propagates among LLM Agents: Emergent Emotional Contagion in Crowd Simulation (2026)
  Funda Durupinar
  2.00
• Cardiologent: Multi-Agent Clinical Decision Support for Patient-Level Arrhythmia Assessment, Urgency, and Management (2026)
  Sukju Oh et al.
  2.00
• HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following (2026)
  Liudas Panavas et al.
  2.00
• PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents (2026)
  Korosh Vatanparvar et al.
  2.00
• WorkSurface-Bench: Benchmarking Enterprise Agents on Multi-Surface Knowledge Routing (2026)
  Hao Liang et al.
  2.00
• Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising (2026)
  Tianci Liu et al.
  2.00
• SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History (2026)
  Zhiwei Li et al.
  1.94
• When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search (2026)
  Yiling Tao et al.
  1.94
• RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources (2026)
  Yijia Fan et al.
  1.94
• Multi-Turn Agentic Scientific Literature Search via Workflow Induction (2026)
  Jisen Li et al.
  1.94
• Behavioral Privacy Leakage in Agentic Negotiation: Formalizing and Mitigating Inference Attacks via Randomized Policies (2026)
  Barkha Rani
  1.94
• Coercion and Deception in AI-to-AI Management: An Agentic Benchmark of Unprompted Escalation (2026)
  Jasmine Brazilek et al.
  1.94
• EduPanel: A Three-Agent LLM Judge for Teaching Videos -- Reliability, Complementarity, and Human Trust Calibration (2026)
  Jia-Kai Dong et al.
  1.94
• FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents (2026)
  Xianfu Cheng et al.
  1.94
• Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems (2025)
  Shaokun Zhang et al.
  1.28
• Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization (2023)
  Yash Kumar Lal and Li Zhang and Faeze Brahman and Bodhisattwa Prasad Majumder and Peter Clark and Niket Tandon
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