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A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems

https://doi.org/10.1145/3771090
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11431-020-1647-3openalex-snapshot
Pre-trained models for natural language processing: A survey
inferredcites →https://doi.org/10.1017/s1351324997001502openalex-snapshot
Building applied natural language generation systems
inferredcites →https://doi.org/10.1145/3166054.3166058openalex-snapshot
A Survey on Dialogue Systems
inferredcites →https://doi.org/10.1145/3453183openalex-snapshot
Dialogue History Matters! Personalized Response Selection in Multi-Turn Retrieval-Based Chatbots
inferredcites →https://doi.org/10.1145/365153.365168openalex-snapshot
ELIZA—A Computer Program For the Study of Natural Language Communication Between Man and Machine
inferredcites →https://doi.org/10.1145/3711121openalex-snapshot
Knowledge Distillation on Graphs: A Survey
inferredcites →https://doi.org/10.1145/3711680openalex-snapshot
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey
inferredcites →https://doi.org/10.1162/tacl_a_00314openalex-snapshot
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
inferredcites →https://doi.org/10.1162/tacl_a_00399openalex-snapshot
S oloist : BuildingTask Bots at Scale with Transfer Learning and Machine Teaching
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.39openalex-snapshot
Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory
inferredcites →https://doi.org/10.18653/v1/2022.deelio-1.10openalex-snapshot
What Makes Good In-Context Examples for GPT-3?
inferredcites →https://doi.org/10.18653/v1/n19-1423openalex-snapshot
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
inferredcites →https://doi.org/10.3115/v1/p15-1152openalex-snapshot
Neural Responding Machine for Short-Text Conversation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Tree-Guided LLM Task-Oriented Dialogue for Student Problem Behavior Diagnosis
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Analysis and Implications of Alignment Between LLM-as-a-Judge and Human Evaluators in a Generative AI Chatbot: A Real-World Study
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ProKG-Dial: A Progressive LLM-Driven Approach to Building Knowledge-Intensive Multi-turn Dialogue Datasets with Domain Knowledge Graphs
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From User Operations to Agentic Automation: Toward Intent-Oriented Software in the LLM Era
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Mind the Style: Impact of Communication Style on Human-Chatbot Interaction
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Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling
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AI-Driven Trouble Ticket Generation and Misconfiguration Diagnosis in Enterprise Systems
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MTRP: Diversely Enhancing Multi-Turn Dialogue and Role-Playing Abilities of Large Language Models
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H 2 EAL: Hybrid-Bonding Architecture with Hybrid Sparse Attention for Efficient Long-Context LLM Inference
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BotBridge: A Serverless and Context-Driven Chatbot Architecture for Real-World Digital Actions
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Beyond Words: Gaze-Enhanced LLM-based Dialogue System for Therapeutic Purposes
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How to Start a Conversation Proactively?
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TransformKV: Optimizing Multi-Turn Conversational Services in LLMs via KV Cache Transformation
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3-D 1T-nC-1T Ferroelectric-Based KV Cache for Efficient Long-Context LLM Inference
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Lightweight and Post-Training Structured Pruning for On-Device Large Language Models
inferred← citeshttps://doi.org/10.1109/tnse.2025.3624100openalex-snapshot
EdgeNetLLM: Cloud–Edge Collaborative Adaptation of Large Language Models for Mobile Networking
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ELLMA-T: an Embodied LLM-agent for Supporting English Language Learning in Social VR
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PrivacyAkinator: Articulating Key Privacy Design Decisions by Answering LLM-Generated Multiple-choice Questions
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Hidden Licensing Risks in the PTMware Ecosystem
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“I Feel Like Talking With a Friend”: Exploring the Potential of Empathetic Spoken Dialogue Systems in Assessing Interactional Competence in L2 Oral Assessment
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Extracting user profile via large language models and ontologies
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Multiturn Large Language Model–Based Conversational Agents for Patients With Cancer and Caregivers: Scoping Review
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Emotionally Responsive AI Virtual Patients for Simulation Training in Speech-Language Pathology: A Pilot Mixed Methods Evaluation (Preprint)
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SpeechTrace: Speech Trajectory Supervision for Long-Horizon Spoken Virtual Patients in Clinical History Taking (Preprint)
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Multi-Turn LLM-Based Conversational Agents for Patients with Cancer and Caregivers: A Scoping Review (Preprint)
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Dense Paraphrasing for multimodal dialogue interpretation
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DREAM—Meta learning for tailored hierarchical dialogue management: application to motivational interview
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Preventing escalation in customer service: immediate motivation and 4-week outcomes in a workplace deployment of LLM role-play training
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Decoupled Dual-Stage Generation to Balance Factuality and Empathy in Customer-Support Dialogue Systems
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