| 2025 | ICLR | Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models. | Javier Ferrando, Oscar Balcells Obeso, Senthooran Rajamanoharan, Neel Nanda |
| 2024 | ACL | LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models. | Igor Tufanov, Karen Hambardzumyan, Javier Ferrando, Elena Voita |
| 2024 | ACL | Neurons in Large Language Models: Dead, N-gram, Positional. | Elena Voita, Javier Ferrando, Christoforos Nalmpantis |
| 2024 | EMNLP | On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task. | Javier Ferrando, Marta R. Costa-juss |
| 2024 | EMNLP | Information Flow Routes: Automatically Interpreting Language Models at Scale. | Javier Ferrando, Elena Voita |
| 2023 | ACL | Explaining How Transformers Use Context to Build Predictions. | Javier Ferrando, Gerard I. Gllego, Ioannis Tsiamas, Marta R. Costa-juss |
| 2023 | EMNLP | Toxicity in Multilingual Machine Translation at Scale. | Marta R. Costa-juss, Eric Michael Smith, Christophe Ropers, Daniel Licht, Jean Maillard, Javier Ferrando, Carlos Escolano |
| 2022 | AAAI | Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters. | Marta R. Costa-juss, Carlos Escolano, Christine Basta, Javier Ferrando, Roser Batlle, Ksenia Kharitonova |
| 2022 | ACL | On the Locality of Attention in Direct Speech Translation. | Belen Alastruey, Javier Ferrando, Gerard I. Gllego, Marta R. Costa-juss |
| 2022 | EMNLP | Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. | Javier Ferrando, Gerard I. Gllego, Belen Alastruey, Carlos Escolano, Marta R. Costa-juss |
| 2022 | EMNLP | Measuring the Mixing of Contextual Information in the Transformer. | Javier Ferrando, Gerard I. Gllego, Marta R. Costa-juss |
| 2021 | EMNLP | Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions. | Javier Ferrando, Marta R. Costa-juss |
| 2020 | ICCS | Improving Accuracy and Speeding Up Document Image Classification Through Parallel Systems. | Javier Ferrando, Juan Luis Domnguez, Jordi Torres, Ral Garca, David Garca, Daniel Garrido, Jordi Cortada, Mateo Valero |