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 141150 of 914 papers

TitleStatusHype
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party ConversationsCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
A Controllable Model of Grounded Response GenerationCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Improved Instruction Ordering in Recipe-Grounded ConversationCode1
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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