Ecosyste.ms: Repos

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GitHub topics: dialogue-state-tracking

alexa/dstqa

Code for Li Zhou, Kevin Small. Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering. In NeurIPS 2019 Workshop on Conversational AI

Language: Python - Size: 37.1 KB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 30 - Forks: 10

yangpuhai/Granularity-in-DST

Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? (ACL2021)

Language: Python - Size: 65.7 MB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 6 - Forks: 0

clovaai/som-dst

SOM-DST: Efficient Dialogue State Tracking by Selectively Overwriting Memory (ACL 2020)

Language: Python - Size: 257 KB - Last synced: 14 days ago - Pushed: over 2 years ago - Stars: 147 - Forks: 28

Chia-Hsuan-Lee/DST-as-Prompting

Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting

Language: Python - Size: 12 MB - Last synced: 3 months ago - Pushed: 11 months ago - Stars: 59 - Forks: 11

Chia-Hsuan-Lee/IC-DST Fork of Yushi-Hu/IC-DST

Code base of In-Context Learning for Dialogue State tracking

Language: Python - Size: 28.2 MB - Last synced: 3 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

jasonwu0731/trade-dst

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

Language: Python - Size: 830 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 391 - Forks: 113

vevake/GSAT

Source code for the implementation of Scalable Neural Dialogue State Tracking (G-SAT)

Language: Python - Size: 312 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 10 - Forks: 2

youlandasu/Choice-Fusion

Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking (ICASSP 2023)

Language: Python - Size: 98.6 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

yukyunglee/Awesome-Dialogue-State-Tracking

Dialogue State Tracking (DST) Papers, Datasets, Resources 🤩

Size: 2.15 MB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 162 - Forks: 20

aqaqsubin/mmtod-pc

Multimodal TOD for Psychiatric Counseling

Language: Jupyter Notebook - Size: 1.04 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

AuCson/SEDST

code for CIKM'18 long paper, Explicit state tracking with semi-supervision for neural dialogue generation

Language: Python - Size: 9.24 MB - Last synced: 9 months ago - Pushed: about 4 years ago - Stars: 22 - Forks: 7

lefteris12/multitask-schema-guided-dst

Code for "A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking"

Language: Python - Size: 224 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 7 - Forks: 1

smartyfh/DST-STAR

Slot Self-Attentive Dialogue State Tracking

Language: Python - Size: 3.58 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 35 - Forks: 13

zengyan-97/Transformer-DST

A Generative Dialogue State Tracking Model

Language: Python - Size: 1.3 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 7

smartyfh/MultiWOZ2.4

MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset

Language: Python - Size: 26.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 44 - Forks: 7

smartyfh/DST-MetaASSIST

MetaASSIST: Robust Dialogue State Tracking with Meta Learning

Language: Python - Size: 4.12 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 7 - Forks: 0

vevake/DomainAware_DST

Source code for "Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems"

Language: Python - Size: 33.2 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 9 - Forks: 3

bcaitech1/p3-dst-chatting-day

Chatting-Day's Dialogue State Tracking (DST)

Language: Python - Size: 17.3 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 9 - Forks: 2

smartyfh/DST-ASSIST

ASSIST: Towards Label Noise-Robust Dialogue State Tracking

Language: Python - Size: 12.9 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 10 - Forks: 1

andreamad8/TASK-ORIENTED-LM-FEWSHOT

Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems

Language: Python - Size: 82.1 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 19 - Forks: 1

joe0123/Dialogue-State-Tracking

Final Project of Applied Deep Learning (ADL Lectured by Yun-Nung Chen at NTU)

Language: Python - Size: 2.92 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

mqianliu/COVID-DST

Dataset of dialogue state tracking (DST) in COVID topic.

Language: Python - Size: 994 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

Related Keywords
dialogue-state-tracking 22 task-oriented-dialogue 8 natural-language-understanding 5 dialogue 4 natural-language-processing 4 dialogue-systems 3 machine-learning 3 dst 3 seq2seq 2 nlp 2 few-shot-learning 2 wizard-of-seoul 1 serving-pytorch-models 1 noisy-label-learning 1 transformer-dst 1 schema-guided-dialogue 1 pytorch 1 multi-task 1 bert 1 dialogue-management 1 act 1 natural-language-generation 1 nlg 1 nlu 1 speech-acts 1 deep-learning 1 multiple-choice 1 question-answering 1 roberta 1 xlnet 1 covid-19 1 prompt-tuning 1 prompting 1 schema 1 t5 1 codex 1 dialogue-retrieval 1 in-context-learning 1 prompt 1 retrieval 1 text-to-sql 1 zero-shot-learning 1 multi-domain 1 pretrained-language-model 1 zero-shot 1 tod 1 dataset-creation 1 multimodal 1 dialogue-generation 1 sedst 1