Benjamin Minixhofer
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
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Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Resources & Methods
(6)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Applications
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Generation
(2)
Understanding
(2)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
language model
(3)
sentence segmentation
(2)
transfer learning
(2)
self-supervised learning
(2)
subword tokenization
(2)
subword embedding
(2)
token embedding
(2)
text preprocessing
(2)
language model efficiency
(2)
multilingual nlp
(2)
efficient computing
(1)
parameter-efficient fine-tuning
(1)
pre-trained language model
(1)
multilingual fairness
(1)
inference speed
(1)
language model fine-tuning
(1)
humanitarian response
(1)
multilingual model
(1)
cross-lingual model
(1)
sentence retrieval
(1)
Papers
Retrofitting Large Language Models with Dynamic Tokenization
ACL 2025
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation
EMNLP 2024
Zero-Shot Tokenizer Transfer
NeurIPS 2024
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models
EMNLP 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation
ACL 2023
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response
EMNLP 2022
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models
NAACL 2022
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning
ACL 2021