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 531–540 of 914 papers

TitleStatusHype
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta InformationCode1
ValueNet: A New Dataset for Human Value Driven Dialogue System—0
Controllable Response Generation for Assistive Use-cases—0
DialogActs based Search and Retrieval for Response Generation in Conversation Systems—0
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems—0
Partner Personas Generation for Diverse Dialogue Generation—0
D^4: A Psychiatrist-proofread Dialogue Dataset for Depression Diagnosis—0
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data—0
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access—0
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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