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 426–450 of 914 papers

TitleStatusHype
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented DialogCode0
Towards a Unified Multi-Dimensional Evaluator for Text GenerationCode2
DialoGen: Generalized Long-Range Context Representation for Dialogue SystemsCode0
Don't Lose Yourself! Empathetic Response Generation via Explicit Self-Other AwarenessCode0
Unsupervised Neural Stylistic Text Generation using Transfer learning and Adapters—0
Proto-Gen: An end-to-end neural generator for persona and knowledge grounded response generation—0
Incorporating Casual Analysis into Diversified and Logical Response Generation—0
PoliSe: Reinforcing Politeness Using User Sentiment for Customer Care Response Generation—0
TAKE: Topic-shift Aware Knowledge sElection for Dialogue GenerationCode0
TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph—0
RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips—0
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation—0
Modeling Content-Emotion Duality via Disentanglement for Empathetic ConversationCode0
Incorporating Causal Analysis into Diversified and Logical Response Generation—0
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce—0
Autoregressive Entity Generation for End-to-End Task-Oriented Dialog—0
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained DecodingCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
RFM: response-aware feedback mechanism for background based conversationCode0
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
Manual-Guided Dialogue for Flexible Conversational Agents—0
N-best Response-based Analysis of Contradiction-awareness in Neural Response Generation ModelsCode0
ELF22: A Context-based Counter Trolling Dataset to Combat Internet TrollsCode0
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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