SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

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Showing 301–325 of 914 papers

TitleStatusHype
Empathetic Response Generation with State ManagementCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesCode0
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language ModelsCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and LimitationsCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Exploiting Emotion-Semantic Correlations for Empathetic Response GenerationCode0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
FADO: Feedback-Aware Double COntrolling Network for Emotional Support ConversationCode0
ELF22: A Context-based Counter Trolling Dataset to Combat Internet TrollsCode0
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption UtilizationCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Low-Resource Response Generation with Template PriorCode0
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific PapersCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
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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