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 876–900 of 914 papers

TitleStatusHype
Negative Training for Neural Dialogue Response GenerationCode0
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data AugmentationCode0
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesCode0
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization Dataset GenerationCode0
Retrieve & Memorize: Dialog Policy Learning with Multi-Action MemoryCode0
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response GenerationCode0
CookDial: A dataset for task-oriented dialogs grounded in procedural documentsCode0
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal AssistantCode0
RFM: response-aware feedback mechanism for background based conversationCode0
EM Pre-training for Multi-party Dialogue Response GenerationCode0
NewsDialogues: Towards Proactive News Grounded ConversationCode0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Empathetic Response Generation with State ManagementCode0
Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response GenerationCode0
Towards Reliable and Factual Response Generation: Detecting Unanswerable Questions in Information-Seeking ConversationsCode0
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue SystemCode0
Conversing by Reading: Contentful Neural Conversation with On-demand Machine ReadingCode0
Variational Hierarchical User-based Conversation ModelCode0
ELF22: A Context-based Counter Trolling Dataset to Combat Internet TrollsCode0
On Incorporating Structural Information to improve Dialogue Response GenerationCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
On-Policy Fine-grained Knowledge Feedback for Hallucination MitigationCode0
On Task-Level Dialogue Composition of Generative Transformer ModelCode0
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response 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