{"total":64,"rows":[{"id":"2402.17753","title":"Evaluating Very Long-Term Conversational Memory of LLM Agents","created":"2024-02-27","cited_by_count":830,"area":"agents"},{"id":"2405.17935","title":"Tool Learning with Large Language Models: A Survey","created":"2024-05-28","cited_by_count":223,"area":"agents"},{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2406.05925","title":"Hello Again! LLM-powered Personalized Agent for Long-term Dialogue","created":"2024-06-09","cited_by_count":123,"area":"agents"},{"id":"2408.15232","title":"Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations","created":"2024-08-27","cited_by_count":43,"area":"agents"},{"id":"2606.04990","title":"From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents","created":"2026-06-03","cited_by_count":37,"area":"agents"},{"id":"2502.06975","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","created":"2025-02-10","cited_by_count":36,"area":"agents"},{"id":"2407.09893","title":"Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks","created":"2024-07-13","cited_by_count":23,"area":"agents"},{"id":"2510.18939","title":"Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search","created":"2025-10-21","cited_by_count":12,"area":"agents"},{"id":"2605.06635","title":"Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents","created":"2026-05-07","cited_by_count":12,"area":"agents"},{"id":"2509.00761","title":"L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit","created":"2025-08-31","cited_by_count":11,"area":"agents"},{"id":"2508.19076","title":"HiPlan: Hierarchical Planning for LLM-Based Agents with Adaptive Global-Local Guidance","created":"2025-08-26","cited_by_count":10,"area":"agents"},{"id":"2510.07733","title":"SurveyG: A Multi-Agent LLM Framework with Hierarchical Citation Graph for Automated Survey Generation","created":"2025-10-09","cited_by_count":10,"area":"agents"},{"id":"2605.19196","title":"Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents?","created":"2026-05-18","cited_by_count":10,"area":"agents"},{"id":"2601.03261","title":"DeepResearch-Slice: Bridging the Retrieval-Utilization Gap via Explicit Text Slicing","created":"2025-12-16","cited_by_count":9,"area":"agents"},{"id":"2601.20730","title":"AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts","created":"2026-01-28","cited_by_count":9,"area":"agents"},{"id":"2608.05179","title":"Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap","created":"2026-06-29","cited_by_count":9,"area":"agents"},{"id":"2608.06346","title":"TRAJDEBUG: Tracing Error Lifecycle to Identify Critical Failures in Long-Horizon Agent Trajectories","created":"2026-08-06","cited_by_count":8,"area":"agents"},{"id":"2503.04830","title":"Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents","created":"2025-03-05","cited_by_count":7,"area":"agents"},{"id":"2602.18940","title":"DREAM: Deep Research Evaluation with Agentic Metrics","created":"2026-02-21","cited_by_count":7,"area":"agents"},{"id":"2505.12543","title":"Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey","created":"2025-05-18","cited_by_count":6,"area":"agents"},{"id":"2507.16725","title":"RAVine: Reality-Aligned Evaluation for Agentic Search","created":"2025-07-22","cited_by_count":6,"area":"agents"},{"id":"2604.03173","title":"Detecting and Correcting Reference Hallucinations in Commercial LLMs and Deep Research Agents","created":"2026-04-03","cited_by_count":6,"area":"agents"},{"id":"2506.01344","title":"Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents","created":"2025-06-02","cited_by_count":4,"area":"agents"},{"id":"2510.22967","title":"MAD-Fact: A Multi-Agent Debate Framework for Long-Form Factuality Evaluation in LLMs","created":"2025-10-27","cited_by_count":4,"area":"agents"},{"id":"2601.13217","title":"Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision","created":"2026-01-19","cited_by_count":4,"area":"agents"},{"id":"2603.02960","title":"Architecting Trust in Artificial Epistemic Agents","created":"2026-03-03","cited_by_count":3,"area":"agents"},{"id":"2606.18037","title":"ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents","created":"2026-06-16","cited_by_count":3,"area":"agents"},{"id":"2607.08028","title":"From Prompts to Contracts: Harness Engineering for Auditable Enterprise LLM Agents","created":"2026-07-09","cited_by_count":3,"area":"agents"},{"id":"2601.04879","title":"Mind2Report: Expert-Level Commercial Report Synthesis via Cognitive Deep Research Agent","created":"2026-01-08","cited_by_count":2,"area":"agents"},{"id":"2604.01195","title":"ORBIT: Scalable and Verifiable Data Generation for Search Agents on a Tight Budget","created":"2026-04-01","cited_by_count":2,"area":"agents"},{"id":"2604.26962","title":"DeepTutor: Towards Agentic Personalized Tutoring","created":"2026-04-10","cited_by_count":2,"area":"agents"},{"id":"2607.17291","title":"DRNOISE: Benchmarking Deep Research Agents in Misleading Evidence Environments","created":"2026-07-19","cited_by_count":2,"area":"agents"},{"id":"2608.12761","title":"Correct Is Not Governed: Provenance Integrity in Agentic Workflows","created":"2026-08-13","cited_by_count":2,"area":"agents"},{"id":"2602.11304","title":"CryptoAnalystBench: Failures in Multi-Tool Long-Form LLM Analysis","created":"2026-02-11","cited_by_count":1,"area":"agents"},{"id":"2605.17352","title":"AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering","created":"2026-05-17","cited_by_count":1,"area":"agents"},{"id":"2606.20724","title":"When Web Agents Finish but Still Fail: Reproducible Triggers and Trace Diagnostics for Parallel Web Exploration","created":"2026-06-16","cited_by_count":1,"area":"agents"},{"id":"2608.10676","title":"Self-Correcting Long-Horizon Search Agents via Tree-Structured Memory","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2608.24306","title":"Who is the Agent to Blame? Localizing Faithfulness and Citation Mistakes in Agentic Deep Research","created":"2026-08-25","cited_by_count":1,"area":"agents"},{"id":"2609.17695","title":"GraphEcho: Structural Redundancy and Evidence Provenance in LLM Graph Agents","created":"2026-09-15","cited_by_count":1,"area":"agents"},{"id":"2609.26086","title":"CoVeR: Coverage-Based Routing of Verifier Calls in Agentic Retrieval","created":"2026-09-03","cited_by_count":1,"area":"agents"},{"id":"2602.05354","title":"Do Web Agents Investigate Before They Decide?","created":"2026-02-05","cited_by_count":0,"area":"agents"},{"id":"2605.24699","title":"MDIA: A Multi-Agent Diagnostic Intelligence Pipeline on HealthBench Professional","created":"2026-05-23","cited_by_count":0,"area":"agents"},{"id":"2605.30947","title":"Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship","created":"2026-05-29","cited_by_count":0,"area":"agents"},{"id":"2606.01434","title":"DrugClaw and DrugAudit: A Primary-Source-Grounded Agent and Authority-Aware Benchmark for Drug-Information Question Answering","created":"2026-05-31","cited_by_count":0,"area":"agents"},{"id":"2606.16603","title":"VeriGraph: Towards Verifiable Data-Analytic Agents","created":"2026-06-15","cited_by_count":0,"area":"agents"},{"id":"2606.20041","title":"AI Economist Agent: An Agentic Framework for Evidence-Based Economic and Financial Analysis with RAG, Knowledge Graphs, and Large Language Models","created":"2026-06-18","cited_by_count":0,"area":"agents"},{"id":"2606.21959","title":"OpenBioRQ: Unsolved Biomedical Research Questions for Agents","created":"2026-06-20","cited_by_count":0,"area":"agents"},{"id":"2607.20527","title":"Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis","created":"2026-07-10","cited_by_count":0,"area":"agents"},{"id":"2607.22610","title":"Tokengeist: Multi-Turn Attribution Tracing in Agentic Conversations","created":"2026-06-14","cited_by_count":0,"area":"agents"},{"id":"2608.12984","title":"Reconcile Once, Write Anytime: A Trust-Tiered Librarian and a Multi-Agent Writer for Drift-Free, Point-in-Time Research","created":"2026-08-13","cited_by_count":0,"area":"agents"},{"id":"2608.14446","title":"Wyvern: An Agentic Framework for Generating Grounded Multimodal Reports","created":"2026-08-14","cited_by_count":0,"area":"agents"},{"id":"2608.18034","title":"Deep Academic Survey: Stateful Agentic Closed-Loop Paradigm for Academic Survey Automation","created":"2026-08-18","cited_by_count":0,"area":"agents"},{"id":"2608.29612","title":"LLMs Interpret, Embeddings Organize, Graphs Emerge: Agent-Driven Compilation of Scientific Knowledge","created":"2026-08-30","cited_by_count":0,"area":"agents"},{"id":"2608.30461","title":"From Final Artifacts to Trajectories: Retrospective Process Supervision for Evidence-Grounded Long-Form Generation","created":"2026-08-31","cited_by_count":0,"area":"agents"},{"id":"2609.08094","title":"CIVI: A Framework for Diagnosing Search Agent Failures in Civic Information","created":"2026-09-08","cited_by_count":0,"area":"agents"},{"id":"2609.09156","title":"ReCite: Agentic Reasoning for Faithful Citation","created":"2026-09-08","cited_by_count":0,"area":"agents"},{"id":"2609.15164","title":"CITECHOICE: A Causal Audit of How Document Presentation Redistributes Citation Credit in Agentic Search","created":"2026-09-14","cited_by_count":0,"area":"agents"},{"id":"2609.16995","title":"PaperDoctor: Evidence-Grounded and Actionable Feedback for Scientific Papers in Progress","created":"2026-09-15","cited_by_count":0,"area":"agents"},{"id":"2609.29703","title":"Stochastic Semantic Evidence Graphs: Uncertainty Propagation and Governance for Agentic AI","created":"2026-09-03","cited_by_count":0,"area":"agents"},{"id":"2609.39026","title":"Search Shapes Conclusions: Auditing Evidence Selection Bias in Deep Research Agents","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.00971","title":"The Other Half of Workflow Portability: Evidence-Backed HPC Site Profiles with Agentic Discovery","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.04133","title":"Auditing Pairwise Equivalence Judgments: Self-Critique Effects and Diversity Measurement in Multi-Agent Hypothesis Generation","created":"2026-10-02","cited_by_count":0,"area":"agents"},{"id":"2610.16141","title":"Phantom Merge: When Your Large Language Model Agents Pick One but Tell You About Another","created":"2026-10-12","cited_by_count":0,"area":"agents"}],"next_cursor":null}