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
Fluent Response Generation for Conversational Question AnsweringCode1
Neuro-Symbolic Query CompilerCode1
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
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned GenerationCode1
BI-MDRG: Bridging Image History in Multimodal Dialogue Response GenerationCode1
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded DialogsCode1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response GenerationCode1
Disentangled Variational Autoencoder for Emotion Recognition in ConversationsCode1
Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine MisinformationCode1
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response GenerationCode1
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
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior InferenceCode1
DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
A Simple Language Model for Task-Oriented DialogueCode1
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine TeachingCode1
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationCode1
StoRIR: Stochastic Room Impulse Response Generation for Audio Data AugmentationCode1
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
A Controllable Model of Grounded Response 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
CONFLARE: CONFormal LArge language model REtrievalCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
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
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue SystemCode1
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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