e-bug/solarity

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e-bug/solarity

e-bug

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Repository for the project in Applied Data Analysis, EPFL 2016/2017.

volta

[TACL 2021] Code and data for the framework in "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs"

iglue

[ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"

pascal

[ACL 2020] Code and data for our paper "Enhancing Machine Translation with Dependency-Aware Self-Attention"

cross-modal-ablation

[EMNLP 2021] Code and data for our paper "Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers"

Jupyter Notebook

fine-grained-evals

[ACL 2023] Code and data for our paper "Measuring Progress in Fine-grained Vision-and-Language Understanding"

Jupyter Notebook

nmt-difficulty

[ACL 2020] Code and data for our paper "It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information"

distributed-tensorflow-benchmarks

Benchmarking distributed training in TensorFlow.

Jupyter Notebook

mpre-unmasked

[TACL 2021] Code for our paper "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs"

Jupyter Notebook

syncap

[EACL 2021] Code and data for our paper "The Role of Syntactic Planning in Compositional Image Captioning"

Jupyter Notebook

twitter-sentiment-classification

Machine Learning project in Text Sentiment Classification: predict if a tweet used to contain a positive :) or negative :( smiley, by considering only the remaining text.

npmf

npMF: NumPy Matrix Factorization package.