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 8190 of 914 papers

TitleStatusHype
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge SelectionCode1
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
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
INSCIT: Information-Seeking Conversations with Mixed-Initiative InteractionsCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
ProsocialDialog: A Prosocial Backbone for Conversational AgentsCode1
KETOD: Knowledge-Enriched Task-Oriented DialogueCode1
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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