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 751775 of 914 papers

TitleStatusHype
Improving Factual Consistency Between a Response and Persona Facts0
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce0
Generating Stylistically Consistent Dialog Responses with Transfer Learning0
Generative Deep Neural Networks for Dialogue: A Short Review0
Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models0
GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation0
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation0
Goal-Oriented End-to-End Conversational Models with Profile Features in a Real-World Setting0
GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning0
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks0
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems0
Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout0
GrounDial: Human-norm Grounded Safe Dialog Response Generation0
Grounding is All You Need? Dual Temporal Grounding for Video Dialog0
Group Linguistic Bias Aware Neural Response Generation0
Guiding Topic Flows in the Generative Chatbot by Enhancing the ConceptNet with the Conversation Corpora0
Guiding Variational Response Generator to Exploit Persona0
Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization0
Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues0
Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support0
Hawkeye:Efficient Reasoning with Model Collaboration0
Hierarchy Response Learning for Neural Conversation Generation0
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals0
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA0
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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