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 101–150 of 914 papers

TitleStatusHype
Multi-Referenced Training for Dialogue Response GenerationCode1
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue ModellingCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge AccessCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9Code1
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting TranscriptsCode1
BI-MDRG: Bridging Image History in Multimodal Dialogue Response GenerationCode1
Personalized Response Generation via Generative Split Memory NetworkCode1
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion CausesCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
Plug-and-Play Conversational ModelsCode1
Fluent Response Generation for Conversational Question AnsweringCode1
Reasoning in Dialog: Improving Response Generation by Context Reading ComprehensionCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language ModelsCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
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
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response GenerationCode1
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine TeachingCode1
A Simple Language Model for Task-Oriented DialogueCode1
StoRIR: Stochastic Room Impulse Response Generation for Audio Data AugmentationCode1
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational SearchCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
Cue-word Driven Neural Response Generation with a Shrinking VocabularyCode1
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
Conversations with Search Engines: SERP-based Conversational Response GenerationCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
CEM: Commonsense-aware Empathetic Response GenerationCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesCode1
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation DialoguesCode1
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational AgentsCode1
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
A Controllable Model of Grounded Response GenerationCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little DataCode1
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
ESCoT: Towards Interpretable Emotional Support Dialogue SystemsCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
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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