SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 676–700 of 914 papers

TitleStatusHype
Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts—0
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming—0
Mask & Focus: Conversation Modelling by Learning Concepts—0
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling—0
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis—0
Medical Dialogue Response Generation with Pivotal Information Recalling—0
MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation—0
MentalAgora: A Gateway to Advanced Personalized Care in Mental Health through Multi-Agent Debating and Attribute Control—0
Meta-path Augmented Response Generation—0
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling—0
Mitigating Contradictions in Dialogue Based on Contrastive Learning—0
Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization—0
Mix-Initiative Response Generation with Dynamic Prefix Tuning—0
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models—0
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders—0
Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation—0
Modulating Language Models with Emotions—0
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space—0
MuDoC: An Interactive Multimodal Document-grounded Conversational AI System—0
Multi-Armed Bandits Meet Large Language Models—0
Multi-aspect Depression Severity Assessment via Inductive Dialogue System—0
MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network—0
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model—0
Multimodal Dialogue Response Generation—0
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems—0
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All datasetsSIMMC2.0ArgSciChatMMConv

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1—Unverified
2BART-largeBLEU33.1—Unverified
3BART-baseBLEU29.4—Unverified
4MTNBLEU21.7—Unverified
5GPT-2BLEU19.2—Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54—Unverified
2LED(Q,P,H)Message-F116.14—Unverified
3LED(Q,P)Message-F114.25—Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22—Unverified
2SimpleTODBLEU20.3—Unverified