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Dialogue
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Dialogue is notoriously hard to evaluate. Past approaches have used human evaluation.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System
LANID: LLM-assisted New Intent Discovery
Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information
DeepPsy-Agent: A Stage-Aware and Deep-Thinking Emotional Support Agent System
VisTai: Benchmarking Vision-Language Models for Traditional Chinese in Taiwan
Contrastive Speaker-Aware Learning for Multi-party Dialogue Generation with LLMs
Interpretable and Robust Dialogue State Tracking via Natural Language Summarization with LLMs
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings
Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling
SAGE: Steering and Refining Dialog Generation with State-Action Augmentation
V$^2$Dial: Unification of Video and Visual Dialog via Multimodal Experts
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models
Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources
Fine-Tuning Qwen 2.5 3B for Realistic Movie Dialogue Generation
Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases
Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks
LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems
Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation
SafeDialBench: A Fine-Grained Safety Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks
Recent Advances in Discrete Speech Tokens: A Review
On the use of Performer and Agent Attention for Spoken Language Identification
PsyPlay: Personality-Infused Role-Playing Conversational Agents
EditIQ: Automated Cinematic Editing of Static Wide-Angle Videos via Dialogue Interpretation and Saliency Cues
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation
TV-Dialogue: Crafting Theme-Aware Video Dialogues with Immersive Interaction
Leveraging Graph Structures and Large Language Models for End-to-End Synthetic Task-Oriented Dialogues
Advancing Multi-Party Dialogue Framework with Speaker-ware Contrastive Learning
Leveraging Chain of Thought towards Empathetic Spoken Dialogue without Corresponding Question-Answering Data
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs
Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling
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