SOTAVerified

Response Generation

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

Papers

Showing 281290 of 914 papers

TitleStatusHype
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
A Knowledge-Grounded Multimodal Search-Based Conversational AgentCode0
EM Pre-training for Multi-party Dialogue Response GenerationCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Empathetic Response Generation with State ManagementCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified