https://github.com/willyhc22/instructtods
공식 코드InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models
InstructTA: Instruction-Tuned Targeted Attack for Large Vision-Language Models
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension
CookDial: A dataset for task-oriented dialogs grounded in procedural documents
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models
Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory
On Evaluating Adversarial Robustness of Large Vision-Language Models
ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue Generation
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models
ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions
Exploiting Emotion-Semantic Correlations for Empathetic Response Generation
An Iterative Associative Memory Model for Empathetic Response Generation
LLM Internal States Reveal Hallucination Risk Faced With a Query
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.