SOTAVerified

Response Generation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 914 papers

TitleStatusHype
Semi-Supervised Variational Reasoning for Medical Dialogue GenerationCode1
Focused Attention Improves Document-Grounded GenerationCode1
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained TransformersCode1
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little DataCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9Code1
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue SystemsCode1
Reasoning in Dialog: Improving Response Generation by Context Reading ComprehensionCode1
A Taxonomy of Empathetic Response Intents in Human Social ConversationsCode1
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2Code1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsCode1
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue GenerationCode1
Cue-word Driven Neural Response Generation with a Shrinking VocabularyCode1
Plug-and-Play Conversational ModelsCode1
Towards Topic-Guided Conversational Recommender SystemCode1
StyleDGPT: Stylized Response Generation with Pre-trained Language ModelsCode1
MIME: MIMicking Emotions for Empathetic Response GenerationCode1
Stylized Dialogue Response Generation Using Stylized Unpaired TextsCode1
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsCode1
Group-wise Contrastive Learning for Neural Dialogue GenerationCode1
Multi-Referenced Training for Dialogue Response GenerationCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
StoRIR: Stochastic Room Impulse Response Generation for Audio Data AugmentationCode1
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningCode1
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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