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 301350 of 914 papers

TitleStatusHype
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
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
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsCode0
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple SubgoalsCode0
A Knowledge-Grounded Multimodal Search-Based Conversational AgentCode0
EM Pre-training for Multi-party Dialogue Response GenerationCode0
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented DialogCode0
Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue ModelsCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?Code0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Empathetic Response Generation with State ManagementCode0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
FADO: Feedback-Aware Double COntrolling Network for Emotional Support ConversationCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language ModelsCode0
A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language ModelsCode0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and LimitationsCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
ELF22: A Context-based Counter Trolling Dataset to Combat Internet TrollsCode0
Focus-Constrained Attention Mechanism for CVAE-based Response GenerationCode0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption UtilizationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific PapersCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response GenerationCode0
A Simple, Fast Diverse Decoding Algorithm for Neural 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
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
Empathetic Dialog Generation with Fine-Grained IntentsCode0
On the Effectiveness of Offline RL for Dialogue Response GenerationCode0
Cascaded Span Extraction and Response Generation for Document-Grounded DialogCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
Personalized LLM for Generating Customized Responses to the Same Query from Different UsersCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
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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