Leon Weber
10 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Legion
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Keyword Trendsetter Combo
(3)
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Keyword Pioneer
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Trend Setter
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Unstoppable · Bronze
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Century Club · Bronze
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Keyword Collector
(64)
Venues
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Research topics
Natural Language Processing
(8)
Machine Learning
(7)
Applications
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Application Areas
(4)
Healthcare & Medicine
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Research
(2)
Knowledge & Reasoning
(1)
Keywords
question answering
(3)
large language model
(3)
language model
(2)
annotation error detection
(2)
zero-shot learning
(2)
few-shot learning
(2)
event extraction
(2)
biomedical text
(2)
biomedical event extraction
(2)
named entity recognition
(2)
instruction tuning
(2)
language model training
(1)
relation extraction
(1)
conditional generation
(1)
language modeling
(1)
semantic parsing
(1)
natural language processing
(1)
error detection
(1)
model evaluation
(1)
sequence labeling
(1)
Papers
Donkii: Characterizing and Detecting Errors in Instruction-Tuning Datasets
EACL 2024
ActiveAED: A Human in the Loop Improves Annotation Error Detection
ACL 2023
BEEDS: Large-Scale Biomedical Event Extraction using Distant Supervision and Question Answering
ACL 2022
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NeurIPS 2022
Dataset Debt in Biomedical Language Modeling
ACL 2022
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
NeurIPS 2022
Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling
EMNLP 2021
WBI at MEDIQA 2021: Summarizing Consumer Health Questions with Generative Transformers
NAACL 2021
Biomedical Event Extraction as Multi-turn Question Answering
EMNLP 2020
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language
ACL 2019