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 201–225 of 914 papers

TitleStatusHype
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
A Video-grounded Dialogue Dataset and Metric for Event-driven ActivitiesCode0
Countering Misinformation via Emotional Response GenerationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Low-Resource Response Generation with Template PriorCode0
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesCode0
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal AssistantCode0
CookDial: A dataset for task-oriented dialogs grounded in procedural documentsCode0
A Neural Network Approach for Knowledge-Driven Response GenerationCode0
Conversing by Reading: Contentful Neural Conversation with On-demand Machine ReadingCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
LBC: Language-Based-Classifier for Out-Of-Variable GeneralizationCode0
A Diversity-Promoting Objective Function for Neural Conversation ModelsCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
Lexical Entrainment for Conversational SystemsCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
Controlling the Focus of Pretrained Language Generation ModelsCode0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
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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