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Hallucinations in large multilingual translation models

Project: DeepSPIN

Updated at: 27-04-2024

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Periodic Reporting for period 4 - DeepSPIN (Deep Learning for Structured Prediction in Natural Language Processing)

Project: DeepSPIN

Updated at: 27-04-2024

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Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Looking for a needle in a haystack: A comprehensive study of hallucinations in neural machine translation

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Findings of the WMT 2020 Shared Task on Quality Estimation

Project: DeepSPIN

Updated at: 27-04-2024

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Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Learning to Scaffold: Optimizing Model Explanations for Teaching

Project: DeepSPIN

Updated at: 27-04-2024

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Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Optimal transport for unsupervised hallucination detection in neural machine translation

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Document-level Neural MT: A Systematic Comparison

Project: DeepSPIN

Updated at: 27-04-2024

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Learning with Fenchel-Young losses

Project: DeepSPIN

Updated at: 27-04-2024

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LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction

Project: DeepSPIN

Updated at: 27-04-2024

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DeepSPIN at SIGMORPHON 2020: One-Size-Fits-All Multilingual Models

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Revisiting Higher-Order Dependency Parsers

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Adaptively Sparse Transformers

Project: DeepSPIN

Updated at: 27-04-2024

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∞-former: Infinite Memory Transformer

Project: DeepSPIN

Updated at: 27-04-2024

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IST-Unbabel 2021 Submission for the QE Shared Task

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Understanding the mechanics of SPIGOT: Surrogate gradients for latent structure learning

Project: DeepSPIN

Updated at: 27-04-2024

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SPECTRA: Sparse Structured Text Rationalization

Project: DeepSPIN

Updated at: 27-04-2024

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Selective Attention for Context-aware Neural Machine Translation

Project: DeepSPIN

Updated at: 27-04-2024

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Translator2Vec: Understanding and Representing Human Post-Editors

Project: DeepSPIN

Updated at: 27-04-2024

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Openkiwi: An open source framework for quality estimation

Project: DeepSPIN

Updated at: 27-04-2024

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Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Unbabel's Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Joint Learning of Named Entity Recognition and Entity Linking

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning

Project: DeepSPIN

Updated at: 27-04-2024

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Project acronym DeepSPIN

Findings of the WMT 2019 Shared Tasks on Quality Estimation

Project: DeepSPIN

Updated at: 27-04-2024

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Scheduled Sampling for Transformers

Project: DeepSPIN

Updated at: 27-04-2024

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Resources

Selected filters:

Hallucinations in large multilingual translation models

Periodic Reporting for period 4 - DeepSPIN (Deep Learning for Structured Prediction in Natural Language Processing)

Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task

Looking for a needle in a haystack: A comprehensive study of hallucinations in neural machine translation

Findings of the WMT 2020 Shared Task on Quality Estimation

Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity

Learning to Scaffold: Optimizing Model Explanations for Teaching

Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings

Optimal transport for unsupervised hallucination detection in neural machine translation

Document-level Neural MT: A Systematic Comparison

Learning with Fenchel-Young losses

LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction

DeepSPIN at SIGMORPHON 2020: One-Size-Fits-All Multilingual Models

Revisiting Higher-Order Dependency Parsers

Adaptively Sparse Transformers

∞-former: Infinite Memory Transformer

IST-Unbabel 2021 Submission for the QE Shared Task

Understanding the mechanics of SPIGOT: Surrogate gradients for latent structure learning

SPECTRA: Sparse Structured Text Rationalization

Selective Attention for Context-aware Neural Machine Translation

Translator2Vec: Understanding and Representing Human Post-Editors

Openkiwi: An open source framework for quality estimation

Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms

Unbabel's Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing

Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task

IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection

Joint Learning of Named Entity Recognition and Entity Linking

A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning

Findings of the WMT 2019 Shared Tasks on Quality Estimation

Scheduled Sampling for Transformers