AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Ming, Wang, Peidong, Wu, Lin, Yang, Xiaocui, Wang, Daling, Feng, Shi, Chen, Yuxin, Wang, Bixuan, Zhang, Yifei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing
by: Wang, Ming, et al.
Published: (2026)
by: Wang, Ming, et al.
Published: (2026)
Language Models as Continuous Self-Evolving Data Engineers
by: Wang, Peidong, et al.
Published: (2024)
by: Wang, Peidong, et al.
Published: (2024)
PsyDraw: A Multi-Agent Multimodal System for Mental Health Screening in Left-Behind Children
by: Zhang, Yiqun, et al.
Published: (2024)
by: Zhang, Yiqun, et al.
Published: (2024)
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024)
by: Zhang, Xiaoming, et al.
Published: (2024)
Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate
by: Zhang, Yiqun, et al.
Published: (2024)
by: Zhang, Yiqun, et al.
Published: (2024)
NEAT: Neuron-Based Early Exit for Large Reasoning Models
by: Liu, Kang, et al.
Published: (2026)
by: Liu, Kang, et al.
Published: (2026)
Defending Large Language Models Against Jailbreak Attacks via In-Decoding Safety-Awareness Probing
by: Zhao, Yinzhi, et al.
Published: (2026)
by: Zhao, Yinzhi, et al.
Published: (2026)
Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts
by: Wang, Ming, et al.
Published: (2024)
by: Wang, Ming, et al.
Published: (2024)
MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction
by: Mu, Shiyi, et al.
Published: (2025)
by: Mu, Shiyi, et al.
Published: (2025)
Generative Emotion Cause Explanation in Multimodal Conversations
by: Wang, Lin, et al.
Published: (2024)
by: Wang, Lin, et al.
Published: (2024)
GRASP: Grounded CoT Reasoning with Dual-Stage Optimization for Multimodal Sarcasm Target Identification
by: Wan, Faxian, et al.
Published: (2026)
by: Wan, Faxian, et al.
Published: (2026)
TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM
by: Cao, Huiying, et al.
Published: (2024)
by: Cao, Huiying, et al.
Published: (2024)
CIRAG: Construction-Integration Retrieval and Adaptive Generation for Multi-hop Question Answering
by: Wei, Zili, et al.
Published: (2026)
by: Wei, Zili, et al.
Published: (2026)
Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation
by: Shangguan, Haonan, et al.
Published: (2025)
by: Shangguan, Haonan, et al.
Published: (2025)
Pixel-Level Reasoning Segmentation via Multi-turn Conversations
by: Cai, Dexian, et al.
Published: (2025)
by: Cai, Dexian, et al.
Published: (2025)
MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis
by: Xu, Xingle, et al.
Published: (2025)
by: Xu, Xingle, et al.
Published: (2025)
RoCar: A Relationship Network-based Evaluation Method for Large Language Models
by: Wang, Ming, et al.
Published: (2023)
by: Wang, Ming, et al.
Published: (2023)
MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks
by: He, Zexue, et al.
Published: (2026)
by: He, Zexue, et al.
Published: (2026)
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch
by: Zhang, Yiqun, et al.
Published: (2024)
by: Zhang, Yiqun, et al.
Published: (2024)
MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
by: Du, Yiming, et al.
Published: (2025)
by: Du, Yiming, et al.
Published: (2025)
SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning
by: Wang, Peidong, et al.
Published: (2026)
by: Wang, Peidong, et al.
Published: (2026)
MIRIX: Multi-Agent Memory System for LLM-Based Agents
by: Wang, Yu, et al.
Published: (2025)
by: Wang, Yu, et al.
Published: (2025)
MTRouter: Cost-Aware Multi-Turn LLM Routing with History-Model Joint Embeddings
by: Zhang, Yiqun, et al.
Published: (2026)
by: Zhang, Yiqun, et al.
Published: (2026)
Evaluate What You Can't Evaluate: Unassessable Quality for Generated Response
by: Liu, Yongkang, et al.
Published: (2023)
by: Liu, Yongkang, et al.
Published: (2023)
ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language
by: Liu, Yongkang, et al.
Published: (2024)
by: Liu, Yongkang, et al.
Published: (2024)
PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs
by: Wang, Zijing, et al.
Published: (2026)
by: Wang, Zijing, et al.
Published: (2026)
DiM\textsuperscript{3}: Bridging Multilingual and Multimodal Models via Direction- and Magnitude-Aware Merging
by: Wang, Zijing, et al.
Published: (2026)
by: Wang, Zijing, et al.
Published: (2026)
TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems
by: Xu, Chen, et al.
Published: (2026)
by: Xu, Chen, et al.
Published: (2026)
MemEvolve: Meta-Evolution of Agent Memory Systems
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems
by: Zhang, Dong, et al.
Published: (2024)
by: Zhang, Dong, et al.
Published: (2024)
Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles
by: Wang, Zihan, et al.
Published: (2024)
by: Wang, Zihan, et al.
Published: (2024)
T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning Systems
by: Wang, Ming, et al.
Published: (2023)
by: Wang, Ming, et al.
Published: (2023)
From Parameter Dynamics to Risk Scoring : Quantifying Sample-Level Safety Degradation in LLM Fine-tuning
by: Wang, Xiao, et al.
Published: (2026)
by: Wang, Xiao, et al.
Published: (2026)
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions
by: Almansoori, Mohammad, et al.
Published: (2025)
by: Almansoori, Mohammad, et al.
Published: (2025)
VeriAgent: A Tool-Integrated Multi-Agent System with Evolving Memory for PPA-Aware RTL Code Generation
by: Wang, Yaoxiang, et al.
Published: (2026)
by: Wang, Yaoxiang, et al.
Published: (2026)
DEEPMED: Building a Medical DeepResearch Agent via Multi-hop Med-Search Data and Turn-Controlled Agentic Training & Inference
by: Wang, Zihan, et al.
Published: (2026)
by: Wang, Zihan, et al.
Published: (2026)
Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge
by: Wang, Zihan, et al.
Published: (2025)
by: Wang, Zihan, et al.
Published: (2025)
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation
by: Liu, Yongkang, et al.
Published: (2024)
by: Liu, Yongkang, et al.
Published: (2024)
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
by: Shi, Yaorui, et al.
Published: (2025)
by: Shi, Yaorui, et al.
Published: (2025)
Similar Items
-
GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing
by: Wang, Ming, et al.
Published: (2026) -
Language Models as Continuous Self-Evolving Data Engineers
by: Wang, Peidong, et al.
Published: (2024) -
PsyDraw: A Multi-Agent Multimodal System for Mental Health Screening in Left-Behind Children
by: Zhang, Yiqun, et al.
Published: (2024) -
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024) -
Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate
by: Zhang, Yiqun, et al.
Published: (2024)