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Response Generation
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A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation
When LLM Therapists Become Salespeople: Evaluating Large Language Models for Ethical Motivational Interviewing
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care
Clean & Clear: Feasibility of Safe LLM Clinical Guidance
CoMAC: Conversational Agent for Multi-Source Auxiliary Context with Sparse and Symmetric Latent Interactions
Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization
GINGER: Grounded Information Nugget-Based Generation of Responses
Conversational User-AI Intervention: A Study on Prompt Rewriting for Improved LLM Response Generation
Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria Reranking
FG-RAG: Enhancing Query-Focused Summarization with Context-Aware Fine-Grained Graph RAG
Intent-Aware Self-Correction for Mitigating Social Biases in Large Language Models
LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant
Attentive Reasoning Queries: A Systematic Method for Optimizing Instruction-Following in Large Language Models
LLM-Safety Evaluations Lack Robustness
LINGOLY-TOO: Disentangling Memorisation from Reasoning with Linguistic Templatisation and Orthographic Obfuscation
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation
ProAI: Proactive Multi-Agent Conversational AI with Structured Knowledge Base for Psychiatric Diagnosis
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding
SS-MPC: A Sequence-Structured Multi-Party Conversation System
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance
PSCon: Product Search Through Conversations
LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems
On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation
DiSCo: Device-Server Collaborative LLM-Based Text Streaming Services
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception
Efficient Response Generation Method Selection for Fine-Tuning Large Language Models
Can LLMs Simulate Social Media Engagement? A Study on Action-Guided Response Generation
MuDoC: An Interactive Multimodal Document-grounded Conversational AI System
DiMA: An LLM-Powered Ride-Hailing Assistant at DiDi
Grammar Control in Dialogue Response Generation for Language Learning Chatbots
Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
On Memory Construction and Retrieval for Personalized Conversational Agents
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.