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 881890 of 914 papers

TitleStatusHype
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
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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