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 101–125 of 914 papers

TitleStatusHype
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
Knowledge-Grounded Dialogue Generation with Pre-trained Language ModelsCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
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
BI-MDRG: Bridging Image History in Multimodal Dialogue Response GenerationCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
MConv: An Environment for Multimodal Conversational Search across Multiple DomainsCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Conversations with Search Engines: SERP-based Conversational Response GenerationCode1
MIRACLE: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute ControlCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
Neuro-Symbolic Query CompilerCode1
A Simple Language Model for Task-Oriented DialogueCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationCode1
Personalized Response Generation via Generative Split Memory NetworkCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
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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