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 251–300 of 914 papers

TitleStatusHype
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel ModelCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryCode0
Can Users Detect Biases or Factual Errors in Generated Responses in Conversational Information-Seeking?Code0
Learning to Select Knowledge for Response Generation in Dialog SystemsCode0
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue ModelsCode0
Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?Code0
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue SystemCode0
Learning to Abstract for Memory-augmented Conversational Response GenerationCode0
LBC: Language-Based-Classifier for Out-Of-Variable GeneralizationCode0
Lexical Entrainment for Conversational SystemsCode0
Augmenting Neural Response Generation with Context-Aware Topical AttentionCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse GenerationCode0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsCode0
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
Consistent Dialogue Generation with Self-supervised Feature LearningCode0
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language ModelsCode0
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented DialogCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
CoMAC: Conversational Agent for Multi-Source Auxiliary Context with Sparse and Symmetric Latent InteractionsCode0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded DialogueCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
Hi Model, generating 'nice' instead of 'good' is not as bad as generating 'rice'! Towards Context and Semantic Infused Dialogue Generation Loss Function and Evaluation MetricCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
A Knowledge-Grounded Multimodal Search-Based Conversational AgentCode0
EM Pre-training for Multi-party Dialogue Response GenerationCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple SubgoalsCode0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Empathetic Response Generation with State ManagementCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue GenerationCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesCode0
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language ModelsCode0
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language ModelsCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
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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