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 851–900 of 914 papers

TitleStatusHype
LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems—0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models—0
LLM-Safety Evaluations Lack Robustness—0
LocalGAN: Modeling Local Distributions for Adversarial Response Generation—0
Low-Resource Knowledge-Grounded Dialogue Generation—0
LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics—0
Making History Matter: History-Advantage Sequence Training for Visual Dialog—0
MALA: Cross-Domain Dialogue Generation with Action Learning—0
Manual-Guided Dialogue for Flexible Conversational Agents—0
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
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems—0
Multi-party Response Generation with Relation Disentanglement—0
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers—0
Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation—0
Multi-turn Dialogue Response Generation in an Adversarial Learning Framework—0
DLGNet: A Transformer-based Model for Dialogue Response Generation—0
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling—0
NaDiR: Naive Distributional Response Generation—0
Natural Language Generation at Scale: A Case Study for Open Domain Question Answering—0
Natural Language Response Generation from SQL with Generalization and Back-translation—0
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning—0
Neural MultiVoice Models for Expressing Novel Personalities in Dialog—0
Neural Personalized Response Generation as Domain Adaptation—0
Neural Response Generation for Customer Service based on Personality Traits—0
Neural Response Generation via GAN with an Approximate Embedding Layer—0
Neural Response Generation with Dynamic Vocabularies—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