André F. T. Martins
- Papers
- 22
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Authored papers
22M-Prometheus: A Suite of Open Multilingual LLM Judges
arXiv 2025
$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
arXiv 2025
From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM
arXiv 2025
AdaSplash: Adaptive Sparse Flash Attention
arXiv 2025
Should We Still Pretrain Encoders with Masked Language Modeling?
arXiv 2025
CroissantLLM: A Truly Bilingual French-English Language Model
arXiv 2024
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
arXiv 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
arXiv 2024
How Effective are State Space Models for Machine Translation?
arXiv 2024
The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics
arXiv 2023
BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation
arXiv 2023
Hallucinations in Large Multilingual Translation Models
arXiv 2023
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models
arXiv 2023
Non-Exchangeable Conformal Risk Control
arXiv 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages
arXiv 2023
Disentangling Uncertainty in Machine Translation Evaluation
arXiv 2022
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
arXiv 2022
Differentiable Causal Discovery Under Latent Interventions
arXiv 2022
Quality-Aware Decoding for Neural Machine Translation
NAACL 2022 7
Improving abstractive summarization with energy-based re-ranking
arXiv 2022
Adaptively Sparse Transformers
adaptively-sparse-transformers-1
OpenKiwi: An Open Source Framework for Quality Estimation
openkiwi-an-open-source-framework-for-quality-1
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