Philipp Dufter
18 papers · 2018–2025 · 8 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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(14)
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Topic Evolution
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(15)
Machine Learning
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Resources & Methods
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Core Methods
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Deep Learning
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Artificial Intelligence
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Core AI
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Learning Types · Deep Learning
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Learning Types · Machine Learning
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Models
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Generation
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Keywords
multilingual nlp
(4)
gender bia
(3)
word alignment
(3)
multilingual embedding
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language similarity
(2)
transformer architecture
(2)
cross-lingual transfer
(2)
contextualized embedding
(2)
masked language modeling
(2)
pre-trained language model
(2)
word embedding
(2)
static embedding
(2)
parallel corpus
(2)
masked language model
(2)
transfer learning
(2)
cross-lingual representation
(1)
feature learning
(1)
natural language generation
(1)
zero-shot learning
(1)
dimensionality reduction
(1)
Papers
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
ICLR 2025
Multimodal Autoregressive Pre-training of Large Vision Encoders
CVPR 2025
"MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training"
ECCV 2024
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models
NAACL 2022
BERT Cannot Align Characters
EMNLP 2021
Graph Algorithms for Multiparallel Word Alignment
EMNLP 2021
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs
NAACL 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models
EACL 2021
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus
ACL 2021
Static Embeddings as Efficient Knowledge Bases?
NAACL 2021
Wine is not v i n. On the Compatibility of Tokenizations across Languages
EMNLP 2021
Identifying Elements Essential for BERT’s Multilinguality
EMNLP 2020
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention
COLING 2020
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations
COLING 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing
EMNLP 2020
SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings
EMNLP 2020
Analytical Methods for Interpretable Ultradense Word Embeddings
EMNLP 2019
Embedding Learning Through Multilingual Concept Induction
ACL 2018