Pinned Repositories
acl-2024
Repository for the ACL 2024 conference website
acl-anthology
Data and software for building the ACL Anthology.
airbnb-scrapper
Scrapper AirBnb to scrap reviews
CoursesJavaEE
echo
Forked version of Hussam Hamdam's echo. See the original repo above.
ezcat
EZCAT: an Easy Conversation Annotation Tool
FaceEmojis
fcm
A Neural Network model for NLP (relation classification)
metalearning-emotion-datasource
In this paper, we place ourselves in a classification scenario in which the target classes and data type are not accessible during training. We use a meta-learning approach to determine whether or not meta-trained information from common social network data with fine-grained emotion labels can achieve competitive performance on messages labeled with different emotion categories. We leverage few-shot learning to match with the classification scenario and consider metric learning based meta-learning by setting up Prototypical Networks with a Transformer encoder, trained in an episodic fashion. This approach proves to be effective for capturing meta-information from a source emotional tag set to predict previously unseen emotional tags. Even though shifting the data type triggers an expected performance drop, our meta-learning approach achieves decent results when compared to the fully supervised one.
ProtoSeq
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks
gguibon's Repositories
gguibon/ProtoSeq
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks
gguibon/ezcat
EZCAT: an Easy Conversation Annotation Tool
gguibon/FaceEmojis
gguibon/CoursesJavaEE
gguibon/metalearning-emotion-datasource
In this paper, we place ourselves in a classification scenario in which the target classes and data type are not accessible during training. We use a meta-learning approach to determine whether or not meta-trained information from common social network data with fine-grained emotion labels can achieve competitive performance on messages labeled with different emotion categories. We leverage few-shot learning to match with the classification scenario and consider metric learning based meta-learning by setting up Prototypical Networks with a Transformer encoder, trained in an episodic fashion. This approach proves to be effective for capturing meta-information from a source emotional tag set to predict previously unseen emotional tags. Even though shifting the data type triggers an expected performance drop, our meta-learning approach achieves decent results when compared to the fully supervised one.
gguibon/fcm
A Neural Network model for NLP (relation classification)
gguibon/acl-2024
Repository for the ACL 2024 conference website
gguibon/acl-anthology
Data and software for building the ACL Anthology.
gguibon/alchemancy
Alchemancy Mark III - Wonder Unit's drawing system
gguibon/archivesTweets
gguibon/awesome-vue
🎉 A curated list of awesome things related to Vue.js
gguibon/dev-meetup-inria
Presentation and example files for devmeetup
gguibon/docs
Universal Dependencies online documentation
gguibon/essec-python-1
Introduction to programming (using python)
gguibon/gguibon.github.io
gguibon/ginger
Format conversion and graphical representation of [Universal Dependencies](http://universaldependencies.org) trees.
gguibon/LAKME-SRCMF-visu
GUI tool to gather different visualization of syntactic trees, their errors, and edit them in graphic mode.
gguibon/M2-dm4nlp
Data Mining for NLP course - University of Lorraine
gguibon/quasar-awesome
🎉 A list of awesome things related to Quasar
gguibon/RelationExtraction
gguibon/Sideshow
Sideshow is a powerful javascript library which aims to reduce your user's learning curve by providing a way to create step-by-step interactive tours. Explain the features of your application, control your end-user's interaction with your UI, emphasize what you're explaining in each step by masking it. Just think! The sky is the limit!
gguibon/spring-boot-vuejs
Example project showing how to build a Spring Boot App providing a GUI with Vue.js
gguibon/SRCMF-nlp-api
An API that regroups Natural Language Processing usages for the SRCMF.
gguibon/starter-academic
gguibon/storyboarder
Storyboarder makes it easy to visualize a story as fast you can draw stick figures.
gguibon/SUD_French-ParisStories
gguibon/taft
gguibon/Telegram
Telegram for Android source
gguibon/test-arbo-github
test
gguibon/UL-M1-programmation-beginners-python