SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

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Showing 101–110 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
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
CEM: Commonsense-aware Empathetic Response GenerationCode1
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
TIAGE: A Benchmark for Topic-Shift Aware Dialog ModelingCode1
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue GenerationCode1
Affective Decoding for Empathetic Response GenerationCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
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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