Javier Ferrando
15 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(12)
🧬
Topic Evolution
🔥
Unstoppable · Bronze
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The Questioner
🗃️
Keyword Collector
(62)
💎
Century Club · Bronze
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Research topics
Artificial Intelligence
(13)
Core AI
(13)
Deep Learning
(11)
Natural Language Processing
(9)
Architectures
(9)
Applications
(7)
Machine Learning
(5)
Techniques
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Generation
(1)
Resources & Methods
(1)
Keywords
attention mechanism
(5)
neural machine translation
(5)
attention head
(3)
transformer model
(3)
causal intervention
(3)
model interpretability
(2)
circuit analysis
(2)
residual stream
(2)
machine translation
(2)
mechanistic interpretability
(2)
sparse autoencoder
(2)
large language model
(2)
evaluation framework
(1)
efficient computing
(1)
feature attribution
(1)
multilingual nlp
(1)
self-attention mechanism
(1)
model behavior
(1)
context understanding
(1)
pre-trained model
(1)
Papers
Language Models Can Explain Visual Features via Steering
CVPR 2026
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
ICLR 2025
Information Flow Routes: Automatically Interpreting Language Models at Scale
EMNLP 2024
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models
ACL 2024
Neurons in Large Language Models: Dead, N-gram, Positional
ACL 2024
On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task
EMNLP 2024
Automating Behavioral Testing in Machine Translation
EMNLP 2023
Explaining How Transformers Use Context to Build Predictions
ACL 2023
Toxicity in Multilingual Machine Translation at Scale
EMNLP 2023
Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters
AAAI 2022
Measuring the Mixing of Contextual Information in the Transformer
EMNLP 2022
On the Locality of Attention in Direct Speech Translation
ACL 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer
EMNLP 2022
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions
EMNLP 2021
The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach
EMNLP 2021