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entmax
The entmax mapping and its loss, a family of sparse softmax alternatives.infinite-former
tutorial
Web page for our tutorial on latent structure for NLPlp-sparsemap
LP-SparseMAP: Differentiable sparse structured prediction in coarse factor graphsOpenNMT-APE
sparse-marginalization-lvm
Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity".scheduled-sampling-transformers
Code for the paper "Scheduled Sampling for Transformers"tower-eval
mcan-vqa-continuous-attention
uncertainties_MT_eval
Code and data for the paper "Disentangling Uncertainty in Machine Translation Evaluation", accepted at EMNLP 2022.sparse_text_generation
hallucinations-in-nmt
sparse_continuous_distributions
This repository provides open-source code for sparse continuous distributions and corresponding Fenchel-Young losses.robust_MT_evaluation
Repository for "BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation", accepted at EAMT 2023.lmt_hallucinations
qaware-decode
A repository for experiments in quality-aware decodingOpenNMT-entmax
qe-evaluation
Evaluation scripts for the 2019 machine translation quality estimation shared tasksparse-communication
understanding-spigot
Code for the paper "Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning"entmax-jax
The entmax mapping in JAXspectra-rationalization
Repository for SPECTRA: Sparse Structured Text Rationalization, accepted at EMNLP 2021 main conference.explainable-qe-shared-task
IST-Unbabel 2021 Submission for the Quality Estimation Shared Tasktranslation_llm
non-exchangeable-crc
crest
Code for CREST: A Joint Framework for Rationalization and Counterfactual Text Generation, accepted at ACL 2023.pyturbo
Neural dependency parser with higher-order featuresS7
Smoothing and Shrinking the Sparse Seq2Seq Search Spaceot-hallucination-detection
efficient_kNN_MT
unn
Code for the paper "Modeling Structure with Undirected Neural Networks"chunk-based_knn-mt
sigmorphon-seq2seq
DeepSPIN's submission to SIGMORPHON 2020spec
The Explanation Game: Towards Prediction Explainability through Sparse CommunicationSIGMORPHON2019
IT-IST's submission to SIGMORPHON 2019 Task 1speech-continuous-attention
Speech Classification using Continuous Attention Mechanismstutorial-latent-struct-src
Sources for our slides for the latent structure in NLP tutorialquest-decoding
A package for sampling from Gibbs distributions during inference with LLMs.translation-hypothesis-ensembling
vqa-multimodal-continuous-attention
quati
Simple and modular library for document classification and sequence tagging.TVmax
SSHN
Sparse and Structured Hopfield Networksdoce
This is the a repo of DOCEdeep-spin.github.io
Website of the DeepSPIN ERC project.Love Open Source and this site? Check out how you can help us