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 101150 of 914 papers

TitleStatusHype
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little DataCode1
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge SelectionCode1
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
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
BI-MDRG: Bridging Image History in Multimodal Dialogue Response GenerationCode1
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and PersonalizationCode1
ProsocialDialog: A Prosocial Backbone for Conversational AgentsCode1
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized DataCode1
ESCoT: Towards Interpretable Emotional Support Dialogue SystemsCode1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
Few-Shot Bot: Prompt-Based Learning for Dialogue SystemsCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
RevCore: Review-augmented Conversational RecommendationCode1
Language Model as an Annotator: Exploring DialoGPT for Dialogue SummarizationCode1
Local Explanation of Dialogue Response GenerationCode1
INSCIT: Information-Seeking Conversations with Mixed-Initiative InteractionsCode1
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
Fluent Response Generation for Conversational Question AnsweringCode1
Focused Attention Improves Document-Grounded GenerationCode1
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue SystemCode1
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue SystemCode1
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue SystemsCode1
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue SystemsCode1
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party ConversationsCode1
StoRIR: Stochastic Room Impulse Response Generation for Audio Data AugmentationCode1
A Simple Language Model for Task-Oriented DialogueCode1
Conversations with Search Engines: SERP-based Conversational Response GenerationCode1
Improved Instruction Ordering in Recipe-Grounded ConversationCode1
Group-wise Contrastive Learning for Neural Dialogue GenerationCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response GenerationCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Guiding Large Language Models via Directional Stimulus PromptingCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
CEM: Commonsense-aware Empathetic Response GenerationCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
Contrast and Generation Make BART a Good Dialogue Emotion RecognizerCode1
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta InformationCode1
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense KnowledgeCode1
A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language ModelsCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
A Controllable Model of Grounded Response GenerationCode1
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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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