David Samuel
15 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Mega-Team · Squad
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The Questioner
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(13)
Resources & Methods
(8)
Applications · Natural Language Processing
(6)
Deep Learning
(5)
Generation
(5)
Machine Learning
(4)
Architectures
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Understanding
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
semantic parsing
(3)
language model
(3)
multilingual nlp
(3)
sentiment analysis
(2)
masked language model
(2)
argument extraction
(2)
event extraction
(2)
graph-based parsing
(2)
large language model
(2)
language modeling
(2)
graph-based parser
(2)
text representation
(1)
in-context learning
(1)
multilingual processing
(1)
parallel corpus
(1)
dependency parsing
(1)
structured prediction
(1)
synthetic data
(1)
machine translation
(1)
event detection
(1)
Papers
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)
ACL 2025
NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmark
ACL 2025
BERTs are Generative In-Context Learners
NeurIPS 2024
GPT or BERT: why not both?
CoNLL 2024
It’s Difficult to Be Neutral – Human and LLM-based Sentiment Annotation of Patient Comments
COLING 2024
More room for language: Investigating the effect of retrieval on language models
NAACL 2024
Mean BERTs make erratic language teachers: the effectiveness of latent bootstrapping in low-resource settings
CoNLL 2023
Not all layers are equally as important: Every Layer Counts BERT
CoNLL 2023
Tokenization with Factorized Subword Encoding
ACL 2023
Trained on 100 million words and still in shape: BERT meets British National Corpus
EACL 2023
Direct parsing to sentiment graphs
ACL 2022
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction
EMNLP 2022
EventGraph: Event Extraction as Semantic Graph Parsing
EMNLP 2022
ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5
EMNLP 2021
ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN
CoNLL 2020