An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhao, Yangyang, Niu, Ben, Qin, Libo, Wang, Shihan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue
por: Zhao, Yangyang, et al.
Publicado: (2026)
por: Zhao, Yangyang, et al.
Publicado: (2026)
Task-Oriented Dialogue with In-Context Learning
por: Bocklisch, Tom, et al.
Publicado: (2024)
por: Bocklisch, Tom, et al.
Publicado: (2024)
Improving Multi-Domain Task-Oriented Dialogue System with Offline Reinforcement Learning
por: Prajapat, Dharmendra, et al.
Publicado: (2024)
por: Prajapat, Dharmendra, et al.
Publicado: (2024)
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System
por: Tian, Chang, et al.
Publicado: (2022)
por: Tian, Chang, et al.
Publicado: (2022)
ESAinsTOD: A Unified End-to-End Schema-Aware Instruction-Tuning Framework for Task-Oriented Dialog Modeling
por: Teng, Dechuan, et al.
Publicado: (2026)
por: Teng, Dechuan, et al.
Publicado: (2026)
CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment
por: Shayanfar, Radin, et al.
Publicado: (2025)
por: Shayanfar, Radin, et al.
Publicado: (2025)
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval
por: Wang, Libo
Publicado: (2025)
por: Wang, Libo
Publicado: (2025)
PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback
por: Coca, Alexandru, et al.
Publicado: (2025)
por: Coca, Alexandru, et al.
Publicado: (2025)
MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues
por: Steindl, Sebastian, et al.
Publicado: (2025)
por: Steindl, Sebastian, et al.
Publicado: (2025)
Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues
por: Stricker, Armand, et al.
Publicado: (2024)
por: Stricker, Armand, et al.
Publicado: (2024)
Evaluating Task-Oriented Dialogue Consistency through Constraint Satisfaction
por: Labruna, Tiziano, et al.
Publicado: (2024)
por: Labruna, Tiziano, et al.
Publicado: (2024)
Spec-TOD: A Specialized Instruction-Tuned LLM Framework for Efficient Task-Oriented Dialogue Systems
por: Nguyen, Quang-Vinh, et al.
Publicado: (2025)
por: Nguyen, Quang-Vinh, et al.
Publicado: (2025)
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations
por: Zeng, Weihao, et al.
Publicado: (2024)
por: Zeng, Weihao, et al.
Publicado: (2024)
Towards Automatic Evaluation of Task-Oriented Dialogue Flows
por: Mirtaheri, Mehrnoosh, et al.
Publicado: (2024)
por: Mirtaheri, Mehrnoosh, et al.
Publicado: (2024)
SpokenUS: A Spoken User Simulator for Task-Oriented Dialogue
por: Lee, Jonggeun, et al.
Publicado: (2026)
por: Lee, Jonggeun, et al.
Publicado: (2026)
A Unified Approach to Emotion Detection and Task-Oriented Dialogue Modeling
por: Stricker, Armand, et al.
Publicado: (2024)
por: Stricker, Armand, et al.
Publicado: (2024)
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
por: Sekulić, Ivan, et al.
Publicado: (2024)
por: Sekulić, Ivan, et al.
Publicado: (2024)
Balancing the Scales: Reinforcement Learning for Fair Classification
por: Eshuijs, Leon, et al.
Publicado: (2024)
por: Eshuijs, Leon, et al.
Publicado: (2024)
Injecting linguistic knowledge into BERT for Dialogue State Tracking
por: Feng, Xiaohan, et al.
Publicado: (2023)
por: Feng, Xiaohan, et al.
Publicado: (2023)
TOD-ProcBench: Benchmarking Complex Instruction-Following in Task-Oriented Dialogues
por: Ghazarian, Sarik, et al.
Publicado: (2025)
por: Ghazarian, Sarik, et al.
Publicado: (2025)
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models
por: Samarinas, Chris, et al.
Publicado: (2024)
por: Samarinas, Chris, et al.
Publicado: (2024)
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems
por: Abolghasemi, Amin, et al.
Publicado: (2024)
por: Abolghasemi, Amin, et al.
Publicado: (2024)
Unsupervised End-to-End Task-Oriented Dialogue with LLMs: The Power of the Noisy Channel
por: King, Brendan, et al.
Publicado: (2024)
por: King, Brendan, et al.
Publicado: (2024)
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation
por: Kim, Takyoung, et al.
Publicado: (2023)
por: Kim, Takyoung, et al.
Publicado: (2023)
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models
por: Hu, Songbo, et al.
Publicado: (2024)
por: Hu, Songbo, et al.
Publicado: (2024)
Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues
por: Petrak, Dominic, et al.
Publicado: (2024)
por: Petrak, Dominic, et al.
Publicado: (2024)
Simulating User Diversity in Task-Oriented Dialogue Systems using Large Language Models
por: Ahmad, Adnan, et al.
Publicado: (2025)
por: Ahmad, Adnan, et al.
Publicado: (2025)
Exploring ReAct Prompting for Task-Oriented Dialogue: Insights and Shortcomings
por: Elizabeth, Michelle, et al.
Publicado: (2024)
por: Elizabeth, Michelle, et al.
Publicado: (2024)
Soft Head Selection for Injecting ICL-Derived Task Embeddings
por: Park, Jungwon, et al.
Publicado: (2025)
por: Park, Jungwon, et al.
Publicado: (2025)
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning
por: Chang, Wen-Yu, et al.
Publicado: (2024)
por: Chang, Wen-Yu, et al.
Publicado: (2024)
TD-EVAL: Revisiting Task-Oriented Dialogue Evaluation by Combining Turn-Level Precision with Dialogue-Level Comparisons
por: Acikgoz, Emre Can, et al.
Publicado: (2025)
por: Acikgoz, Emre Can, et al.
Publicado: (2025)
Enhancing Task-Oriented Dialogues with Chitchat: a Comparative Study Based on Lexical Diversity and Divergence
por: Stricker, Armand, et al.
Publicado: (2023)
por: Stricker, Armand, et al.
Publicado: (2023)
Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
por: Yoon, Yejin, et al.
Publicado: (2025)
por: Yoon, Yejin, et al.
Publicado: (2025)
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues
por: Luo, Xiang, et al.
Publicado: (2024)
por: Luo, Xiang, et al.
Publicado: (2024)
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals
por: Mo, Lingbo, et al.
Publicado: (2024)
por: Mo, Lingbo, et al.
Publicado: (2024)
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
por: Ulmer, Dennis, et al.
Publicado: (2024)
por: Ulmer, Dennis, et al.
Publicado: (2024)
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems
por: Kazi, Taaha, et al.
Publicado: (2024)
por: Kazi, Taaha, et al.
Publicado: (2024)
LLM-Driven Multi-Turn Task-Oriented Dialogue Synthesis for Realistic Reasoning
por: Zhu, Yu, et al.
Publicado: (2026)
por: Zhu, Yu, et al.
Publicado: (2026)
Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting
por: Hong, Yijie, et al.
Publicado: (2025)
por: Hong, Yijie, et al.
Publicado: (2025)
DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented Dialogue
por: Cao, Lang
Publicado: (2023)
por: Cao, Lang
Publicado: (2023)
Ejemplares similares
-
Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue
por: Zhao, Yangyang, et al.
Publicado: (2026) -
Task-Oriented Dialogue with In-Context Learning
por: Bocklisch, Tom, et al.
Publicado: (2024) -
Improving Multi-Domain Task-Oriented Dialogue System with Offline Reinforcement Learning
por: Prajapat, Dharmendra, et al.
Publicado: (2024) -
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System
por: Tian, Chang, et al.
Publicado: (2022) -
ESAinsTOD: A Unified End-to-End Schema-Aware Instruction-Tuning Framework for Task-Oriented Dialog Modeling
por: Teng, Dechuan, et al.
Publicado: (2026)