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 851900 of 914 papers

TitleStatusHype
Unified Language Model Pre-training for Natural Language Understanding and GenerationCode0
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific PapersCode0
System-Level Natural Language FeedbackCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented DialogCode0
TAKE: Topic-shift Aware Knowledge sElection for Dialogue GenerationCode0
Unified Understanding of Environment, Task, and Human for Human-Robot Interaction in Real-World EnvironmentsCode0
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue SystemsCode0
A Benchmark Dataset for Learning to Intervene in Online Hate SpeechCode0
Response Generation by Context-aware Prototype EditingCode0
Towards Filling the Gap in Conversational Search: From Passage Retrieval to Conversational Response GenerationCode0
BoilerBot: A reliable task-oriented chatbot enhanced with large language modelsCode0
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language ModelsCode0
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response GenerationCode0
Task Oriented Conversational Modelling With Subjective KnowledgeCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded DialogueCode0
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded DialogueCode0
DialoGen: Generalized Long-Range Context Representation for Dialogue SystemsCode0
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded DialogueCode0
A Video-grounded Dialogue Dataset and Metric for Event-driven ActivitiesCode0
Towards Making the Most of Dialogue Characteristics for Neural Chat TranslationCode0
Natural Response Generation for Chinese Reading ComprehensionCode0
N-best Response-based Analysis of Contradiction-awareness in Neural Response Generation ModelsCode0
Negative Training for Neural Dialogue Response GenerationCode0
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data AugmentationCode0
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesCode0
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization Dataset GenerationCode0
Retrieve & Memorize: Dialog Policy Learning with Multi-Action MemoryCode0
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response GenerationCode0
CookDial: A dataset for task-oriented dialogs grounded in procedural documentsCode0
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal AssistantCode0
RFM: response-aware feedback mechanism for background based conversationCode0
EM Pre-training for Multi-party Dialogue Response GenerationCode0
NewsDialogues: Towards Proactive News Grounded ConversationCode0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Empathetic Response Generation with State ManagementCode0
Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response GenerationCode0
Towards Reliable and Factual Response Generation: Detecting Unanswerable Questions in Information-Seeking ConversationsCode0
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue SystemCode0
Conversing by Reading: Contentful Neural Conversation with On-demand Machine ReadingCode0
Variational Hierarchical User-based Conversation ModelCode0
ELF22: A Context-based Counter Trolling Dataset to Combat Internet TrollsCode0
On Incorporating Structural Information to improve Dialogue Response GenerationCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
On-Policy Fine-grained Knowledge Feedback for Hallucination MitigationCode0
On Task-Level Dialogue Composition of Generative Transformer ModelCode0
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response GenerationCode0
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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