Guenter Neumann
13 papers · 2002–2023 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Natural Language Processing
(8)
Applications
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Machine Learning
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Deep Learning
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Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Healthcare & Medicine
(3)
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Core Methods
(3)
Learning Types · Deep Learning
(3)
Clinical
(2)
Learning Paradigms
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Research
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Understanding
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Core AI
(1)
Keywords
distant supervision
(2)
evidence retrieval
(2)
question generation
(2)
named entity recognition
(2)
clinical text
(2)
domain adaptation
(1)
transfer learning
(1)
multi-task learning
(1)
natural language inference
(1)
fact verification
(1)
relation extraction
(1)
cross-lingual transfer
(1)
self-attention mechanism
(1)
text representation
(1)
code-mixed text
(1)
text mining
(1)
bert model
(1)
knowledge base
(1)
multiple instance learning
(1)
text classification
(1)
Papers
Investigating the Encoding of Words in BERT’s Neurons Using Feature Textualization
EMNLP 2023
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts
ACL 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction
COLING 2022
AutoEQA: Auto-Encoding Questions for Extractive Question Answering
EMNLP 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition
EACL 2021
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction
ACL 2020
CopyBERT: A Unified Approach to Question Generation with Self-Attention
ACL 2020
DOMLIN at SemEval-2019 Task 8: Automated Fact Checking exploiting Ratings in Community Question Answering Forums
SemEval 2019
Team DOMLIN: Exploiting Evidence Enhancement for the FEVER Shared Task
EMNLP 2019
An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages
EACL 2017
The Excitement Open Platform for Textual Inferences
ACL 2014
Exploiting User Search Sessions for the Semantic Categorization of Question-like Informational Search Queries
IJCNLP 2013
An Integrated Archictecture for Shallow and Deep Processing
ACL 2002