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 351–375 of 914 papers

TitleStatusHype
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue SystemCode0
On Evaluating Adversarial Robustness of Large Vision-Language ModelsCode2
Improved Instruction Ordering in Recipe-Grounded ConversationCode1
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
Response Generation in Longitudinal Dialogues: Which Knowledge Representation Helps?—0
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense KnowledgeCode1
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog GenerationCode0
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional ExpertsCode0
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
Personalized Predictive ASR for Latency Reduction in Voice Assistants—0
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationCode1
R2H: Building Multimodal Navigation Helpers that Respond to Help Requests—0
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation RegularizationCode1
EM Pre-training for Multi-party Dialogue Response GenerationCode0
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded DialogsCode1
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language ModelsCode0
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluationCode0
Dual Semantic Knowledge Composed Multimodal Dialog Systems—0
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented DialogCode0
Use of a Taxonomy of Empathetic Response Intents to Control and Interpret Empathy in Neural Chatbots—0
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference ChecklistCode3
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue SystemCode1
Response-conditioned Turn-taking Prediction—0
Turning Flowchart into Dialog: Augmenting Flowchart-grounded Troubleshooting Dialogs via Synthetic Data GenerationCode0
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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