https://github.com/salesforce/converse
공식 코드Converse: A Tree-Based Modular Task-Oriented Dialogue System
Papers with Code 아카이브
Task-Oriented Dialogue Systems
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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Achieving a pre-defined task through a dialog.
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/salesforce/glad
공식 코드https://github.com/sen33/end-to-end-dialogue-system
공식 코드A Comparative Study on Language Models for Task-Oriented Dialogue Systems
https://github.com/shentao-yang/fantastic_reward_iclr2023
공식 코드https://github.com/shenwzh3/mk-tod
공식 코드Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System
https://github.com/shiquanyang/GraphDialog
공식 코드GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems
https://github.com/shiquanyang/ns-dial
공식 코드An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation
https://github.com/shunjiu/sstod
공식 코드A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots
https://github.com/smartyfh/DST-STAR
공식 코드https://github.com/smartyfh/MultiWOZ2.4
공식 코드https://github.com/smt-HS/I-SEE
공식 코드High-Quality Diversification for Task-Oriented Dialogue Systems
https://github.com/snipsco/automatic-data-generation
공식 코드Conditioned Query Generation for Task-Oriented Dialogue Systems
https://github.com/sunnweiwei/metasim
공식 코드Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems
https://github.com/sunnweiwei/user-satisfaction-simulation
공식 코드Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems
https://github.com/suntea233/duetsim
공식 코드DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues
https://github.com/superbooming/simtester
공식 코드Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems
https://github.com/telepathylabsai/prompt-based-user-simulator
공식 코드In-Context Learning User Simulators for Task-Oriented Dialog Systems
https://github.com/thu-coai/ConvLab-2
공식 코드ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
https://github.com/thu-coai/CrossWOZ
공식 코드CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
https://github.com/uber-research/FSDM
공식 코드https://github.com/vevake/DomainAware_DST
공식 코드Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems
https://github.com/wdimmy/THPN
공식 코드A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems
https://github.com/willyhc22/instructtods
공식 코드InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems
https://github.com/woodscene/ldst
공식 코드https://github.com/wyu-du/self-training-dialogue-generation
공식 코드Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation
https://github.com/yangpuhai/Granularity-in-DST
공식 코드https://github.com/yizhen20133868/Retriever-Dialogue
공식 코드Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
https://github.com/youlandasu/act-aware-dst
공식 코드Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State Tracking
https://github.com/yunhaoli1995/MAMD-TOD
공식 코드Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory
https://github.com/yupei-wang/uninl
공식 코드https://github.com/zlinao/MinTL
공식 코드MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
https://github.com/zliucr/mixed-language-training
공식 코드https://gitlab.cs.uni-duesseldorf.de/general/dsml/emowoz-public
공식 코드https://github.com/Ambitioner-c/UserSimulator
https://github.com/AtmaHou/UserSimulator
https://github.com/Digby-L/GNN-Conversation-Graph
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.