Alexander Löser
11 papers · 2012–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18)
🧭
Keyword Pioneer
💎
Century Club · Bronze
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The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Applications · Natural Language Processing
(3)
Core Methods
(3)
Learning Types
(3)
Deep Learning
(2)
Application Areas
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Keywords
clinical outcome prediction
(2)
ensemble learning
(1)
entity linking
(1)
text mining
(1)
in-context learning
(1)
relation extraction
(1)
text classification
(1)
named entity recognition
(1)
toxic comment classification
(1)
bias detection
(1)
model behavior
(1)
deep learning
(1)
open information extraction
(1)
zero-shot learning
(1)
deep neural network
(1)
ensemble method
(1)
language model
(1)
electronic health record
(1)
retrieval-augmented generation
(1)
active learning
(1)
Papers
CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models
EACL 2026
Revisiting Clinical Outcome Prediction for MIMIC-IV
NAACL 2024
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction
COLING 2022
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models
NAACL 2022
TrainX – Named Entity Linking with Active Sampling and Bi-Encoders
COLING 2020
Challenges for Toxic Comment Classification: An In-Depth Error Analysis
EMNLP 2018
Interactive Relation Extraction in Main Memory Database Systems
COLING 2016
TASTY: Interactive Entity Linking As-You-Type
COLING 2016
A Marketplace for Web Scale Analytics and Text Annotation Services
COLING 2014
Effective Selectional Restrictions for Unsupervised Relation Extraction
IJCNLP 2013
Unsupervised Discovery of Relations and Discriminative Extraction Patterns
COLING 2012