Michael Gertz
16 papers · 2010–2025 · 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 · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (33)
🧬
Topic Evolution
🗃️
Keyword Collector
(58)
💎
Century Club · Bronze
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The Questioner
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Applications · Natural Language Processing
(7)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Deep Learning
(3)
Application Areas
(3)
Generation
(3)
Learning Types
(3)
Understanding
(3)
Computer Science
(2)
Healthcare & Medicine
(2)
Applications · Computer Science
(2)
Clinical
(2)
Keywords
information extraction
(2)
named entity recognition
(2)
retrieval-augmented generation
(2)
information retrieval
(2)
question answering
(1)
prompt engineering
(1)
text classification
(1)
electronic health record
(1)
text generation
(1)
document ranking
(1)
dependency parsing
(1)
text summarization
(1)
semantic role labeling
(1)
dense retrieval
(1)
text simplification
(1)
class imbalance
(1)
document summarization
(1)
cost-sensitive learning
(1)
natural language inference
(1)
natural language processing
(1)
Papers
heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation
ACL 2025
LexDrafter: Terminology Drafting for Legislative Documents Using Retrieval Augmented Generation
COLING 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems
EMNLP 2024
CQE: A Comprehensive Quantity Extractor
EMNLP 2023
Evaluating Factual Consistency of Texts with Semantic Role Labeling
ACL 2023
WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning
ACL 2023
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain
EMNLP 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping
EMNLP 2022
UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification?
EMNLP 2022
UniHD@CL-SciSumm 2020: Citation Extraction as Search
EMNLP 2020
HeidelPlace: An Extensible Framework for Geoparsing
EMNLP 2017
A Baseline Temporal Tagger for all Languages
EMNLP 2015
HeidelToul: A Baseline Approach for Cross-document Event Ordering
SemEval 2015
Chinese Temporal Tagging with HeidelTime
EACL 2014
HeidelTime: Tuning English and Developing Spanish Resources for TempEval-3
SemEval 2013
HeidelTime: High Quality Rule-Based Extraction and Normalization of Temporal Expressions
SemEval 2010