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 581590 of 914 papers

TitleStatusHype
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion CausesCode1
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs0
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward0
Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNetCode0
CEM: Commonsense-aware Empathetic Response GenerationCode1
TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System0
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
TIAGE: A Benchmark for Topic-Shift Aware Dialog ModelingCode1
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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