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
StoRIR: Stochastic Room Impulse Response Generation for Audio Data AugmentationCode1
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta InformationCode1
Conversations with Search Engines: SERP-based Conversational Response GenerationCode1
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense KnowledgeCode1
Joint Generator-Ranker Learning for Natural Language GenerationCode1
Guiding Large Language Models via Directional Stimulus PromptingCode1
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
A Simple Language Model for Task-Oriented DialogueCode1
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
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue SystemsCode1
INSCIT: Information-Seeking Conversations with Mixed-Initiative InteractionsCode1
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party ConversationsCode1
Controlling Dialogue Generation with Semantic ExemplarsCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph GenerationCode1
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
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
Improved Instruction Ordering in Recipe-Grounded ConversationCode1
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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