Discover @Guzpenha Open Source projects

Gustavo Penha (@Guzpenha)

Guzpenha

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Location 🇳🇱 Netherlands
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transformer_rankers

A library to conduct ranking experiments with transformers.

ConvRecProbingBERT

Code for the paper "What does BERT know about books, movies and music? Probing BERT for Conversational Recommendation" at RecSys'20

MANtIS

MANtIS - a multi-domain information seeking dialogues dataset

transformers_cl

Code for the paper "Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking" at ECIR'20

query_variation_generators

Code for the ECIR'22 paper "Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators"

PerformanceEstimates

Source code for the paper "Exploiting Performance Estimates for Augmenting Recommendation Ensembles" at RecSys'20

Jupyter Notebook

XAISS-2022

Github with slides and notebooks of XAISS 2022 https://xaiss.eu/

Jupyter Notebook

slice_based_learning

Code for the SCAI'20 paper "Slice-Aware Neural Ranking"

DomainRegularizedDeepMatchingNetworks

Source code for paper "Domain Adaptation for Conversation Response Ranking" at CAIR'20

ml_and_coding_interview_cards

Cards for Machine Learning and coding interviews

Ecological-Inference-on-social-data

A comparison of Ecological Inference methods on the context of online social data

Jupyter Notebook