SOTAVerified

Response Generation

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

Papers

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Showing 351–400 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
Response Generation in Longitudinal Dialogues: Which Knowledge Representation Helps?—0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
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
R2H: Building Multimodal Navigation Helpers that Respond to Help Requests—0
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationCode1
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
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented DialogCode0
Dual Semantic Knowledge Composed Multimodal Dialog Systems—0
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
Generative Knowledge Selection for Knowledge-Grounded DialoguesCode0
Self-Refine: Iterative Refinement with Self-FeedbackCode3
Task Oriented Conversational Modelling With Subjective KnowledgeCode0
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain SchemaCode0
cTBLS: Augmenting Large Language Models with Conversational TablesCode0
CHATEDIT: Towards Multi-turn Interactive Facial Image Editing via Dialogue—0
Learning towards Selective Data Augmentation for Dialogue Generation—0
X-ReCoSa: Multi-Scale Context Aggregation For Multi-Turn Dialogue Generation—0
Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine MisinformationCode1
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryCode0
CTRLStruct: Dialogue Structure Learning for Open-Domain Response GenerationCode0
Strategize Before Teaching: A Conversational Tutoring System with Pedagogy Self-Distillation—0
TUTORING: Instruction-Grounded Conversational Agent for Language Learners—0
Empathetic Response Generation via Emotion Cause Transition Graph—0
Guiding Large Language Models via Directional Stimulus PromptingCode1
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
Natural Response Generation for Chinese Reading ComprehensionCode0
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query ProductionCode0
PK-ICR: Persona-Knowledge Interactive Context Retrieval for Grounded DialogueCode0
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems—0
Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling—0
Schema-Guided Semantic Accuracy: Faithfulness in Task-Oriented Dialogue Response GenerationCode0
Language Model Detoxification in Dialogue with Contextualized Stance Control—0
Think Twice: A Human-like Two-stage Conversational Agent for Emotional Response Generation—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