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LLM-based Tod Table

It may take me a while to integrate another table into this repository.

Last update in 2024.7.6

Model Date Author Code Type Accepted Paper
TransferTOD 2024.07 Long Submitted to ACL ARR 2024 June TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
SyncTOD 2024.05 Vivek Short Submitted to ACL ARR 2024 June Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems
GuidedTOD 2024.07 Long Submitted to ACL ARR 2024 June Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach
MMD-Eval 2024.07 Long Submitted to ACL ARR 2024 June Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System
CoReT 2024.07 Long Submitted to ACL ARR 2024 June To Know What User Concerns: Conceptual Knowledge Reasoning for Task-oriented Dialogue Quality Estimation
Tod-csp 2024.05 null Long Submitted to ACL ARR 2024 April Evaluating Task-Oriented Dialogue Consistency through Constraint Satisfaction
IndirectRequests 2024.06 Mannekote Long Submitted to ACL ARR 2024 April Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests
ml-toad 2024.02 Liu null Long ACL 2024 TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles
ComplianceOPT 2023.11 Min Long Submitted to ACL ARR 2024 Feb Workflow-Guided Response Generation for Task-Oriented Dialogue
FnCTOD 2024.02 Li github Long ACL 2024 Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

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