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 151200 of 914 papers

TitleStatusHype
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue GenerationCode1
Commonsense-Focused Dialogues for Response Generation: An Empirical StudyCode1
A Controllable Model of Grounded Response GenerationCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting TranscriptsCode1
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge SelectionCode1
MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical ContextCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Empathy Level Alignment via Reinforcement Learning for Empathetic Response GenerationCode1
ESCoT: Towards Interpretable Emotional Support Dialogue SystemsCode1
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party ConversationsCode1
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded DialogsCode1
A Large-Scale Dataset for Empathetic Response GenerationCode1
Plug-and-Play Conversational ModelsCode1
ProsocialDialog: A Prosocial Backbone for Conversational AgentsCode1
Reasoning in Dialog: Improving Response Generation by Context Reading ComprehensionCode1
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue DatasetCode1
Can Users Detect Biases or Factual Errors in Generated Responses in Conversational Information-Seeking?Code0
Learning to Abstract for Memory-augmented Conversational Response GenerationCode0
LBC: Language-Based-Classifier for Out-Of-Variable GeneralizationCode0
Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?Code0
Learning to Select Knowledge for Response Generation in Dialog SystemsCode0
CAiRE: An Empathetic Neural ChatbotCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryCode0
Building a Dialogue Corpus Annotated with Expressed and Experienced EmotionsCode0
A Persona-Based Neural Conversation ModelCode0
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsCode0
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response GenerationCode0
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue ModelsCode0
BoilerBot: A reliable task-oriented chatbot enhanced with large language modelsCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented DialogCode0
A Neural Network Approach for Knowledge-Driven Response GenerationCode0
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language ModelsCode0
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple SubgoalsCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
CTSM: Combining Trait and State Emotions for Empathetic Response ModelCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
CTRLStruct: Dialogue Structure Learning for Open-Domain Response GenerationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
cTBLS: Augmenting Large Language Models with Conversational TablesCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
A Video-grounded Dialogue Dataset and Metric for Event-driven ActivitiesCode0
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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