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Task-Oriented Dialogue Systems
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Achieving a pre-defined task through a dialog.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking
TextBox 2.0: A Text Generation Library with Pre-trained Language Models
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
Privacy-Preserving Domain Adaptation of Semantic Parsers
Improve Text Classification Accuracy with Intent Information
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems
Deploying a Retrieval based Response Model for Task Oriented Dialogues
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?
Augmenting Task-Oriented Dialogue Systems with Relation Extraction
Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery
Q-TOD: A Query-driven Task-oriented Dialogue System
Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues
Schema Encoding for Transferable Dialogue State Tracking
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems
Dialogue Evaluation with Offline Reinforcement Learning
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers
Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task
Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State Tracking
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning
A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking
Learning Dialogue Representations from Consecutive Utterances
Helpfulness and Fairness of Task-Oriented Dialogue Systems
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example
Empathetic Response Generation with State Management
Understanding User Satisfaction with Task-oriented Dialogue Systems
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