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 331–340 of 914 papers

TitleStatusHype
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
From What to Respond to When to Respond: Timely Response Generation for Open-domain Dialogue AgentsCode0
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented DialogCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Cascaded Span Extraction and Response Generation for Document-Grounded DialogCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic 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