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 641650 of 914 papers

TitleStatusHype
Condition-Transforming Variational AutoEncoder for Conversation Response Generation0
Consistent Response Generation with Controlled Specificity0
Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues0
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs0
Construction of Responsive Utterance Corpus for Attentive Listening Response Production0
Content Word-based Sentence Decoding and Evaluating for Open-domain Neural Response Generation0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model0
Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques0
Context-dependent Instruction Tuning for Dialogue Response Generation0
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems0
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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