Alan Akbik

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Venues

CoRR

COLING

LREC

EMNLP

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

Max Dallabetta, Conrad Dobberstein, Adrian Breiding, Alan Akbik
Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions. CoRR (2024)
Patrick Haller, Jonas Golde, Alan Akbik
PECC: Problem Extraction and Coding Challenges. LREC/COLING (2024)
Jacek Wiland, Max Ploner, Alan Akbik
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models. CoRR (2024)
Patrick Haller, Jonas Golde, Alan Akbik
PECC: Problem Extraction and Coding Challenges. CoRR (2024)
Jonas Golde, Felix Hamborg, Alan Akbik
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition. EACL (1) (2024)
Lukas Garbaciauskas, Max Ploner, Alan Akbik
Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks. ACL (Findings) (2024)
Jonas Golde, Felix Hamborg, Alan Akbik
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition. CoRR (2024)
Ansar Aynetdinov, Alan Akbik
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity. CoRR (2024)
Elena Merdjanovska, Ansar Aynetdinov, Alan Akbik
NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition. CoRR (2024)
Max Ploner, Alan Akbik
Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? EACL (Findings) (2024)
Mario Sänger, Samuele Garda, Xing David Wang, Leon Weber-Genzel, Pia Droop, Benedikt Fuchs, Alan Akbik, Ulf Leser
HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools. CoRR (2024)
Susanna Rücker, Alan Akbik
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset. EMNLP (2023)
Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs. CoRR (2023)
Susanna Rücker, Alan Akbik
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset. CoRR (2023)
Patrick Haller, Ansar Aynetdinov, Alan Akbik
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs. CoRR (2023)
Marcel Milich, Alan Akbik
ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation. EACL (2023)
Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs. EMNLP (Demos) (2023)
Kishaloy Halder, Josip Krapac, Alan Akbik, Anthony Brew, Matti Lyra
Task-Specific Embeddings for Ante-Hoc Explainable Text Classification. CoRR (2022)
Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. NAACL-HLT (Industry Papers) (2022)
Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. CoRR (2022)
Matthias Vogt, Ulf Leser, Alan Akbik
Early Detection of Sexual Predators in Chats. ACL/IJCNLP (1) (2021)
Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik
HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition. Bioinform. 37 (17) (2021)
Kishaloy Halder, Alan Akbik, Josip Krapac, Roland Vollgraf
Task-Aware Representation of Sentences for Generic Text Classification. COLING (2020)
Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik
HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition. CoRR (2020)
Stefan Schweter, Alan Akbik
FLERT: Document-Level Features for Named Entity Recognition. CoRR (2020)
Alan Akbik, Tanja Bergmann, Roland Vollgraf
Pooled Contextualized Embeddings for Named Entity Recognition. NAACL-HLT (1) (2019)
Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, Roland Vollgraf
FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP. NAACL-HLT (Demonstrations) (2019)
Duncan Blythe, Alan Akbik, Roland Vollgraf
Syntax-Aware Language Modeling with Recurrent Neural Networks. CoRR (2018)
Alan Akbik, Duncan Blythe, Roland Vollgraf
Contextual String Embeddings for Sequence Labeling. COLING (2018)
Alan Akbik, Roland Vollgraf
ZAP: An Open-Source Multilingual Annotation Projection Framework. LREC (2018)
Leonidas Lefakis, Alan Akbik, Roland Vollgraf
FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German. LREC (2018)
Alan Akbik, Roland Vollgraf
The Projector: An Interactive Annotation Projection Visualization Tool. EMNLP (System Demonstrations) (2017)
Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu
CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. EMNLP (2017)
Alan Akbik, Vishwajeet Kumar, Yunyao Li
Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages. EMNLP (2016)
Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yonas Kbrom, Yunyao Li, Huaiyu Zhu
Multilingual Information Extraction with PolyglotIE. COLING (Demos) (2016)
Alan Akbik, Yunyao Li
K-SRL: Instance-based Learning for Semantic Role Labeling. COLING (2016)
Alan Akbik, Xinyu Guan, Yunyao Li
Multilingual Aliasing for Auto-Generating Proposition Banks. COLING (2016)
Larysa Visengeriyeva, Alan Akbik, Manohar Kaul
Improving Data Quality by Leveraging Statistical Relational Learning. ICIQ (2016)
Alan Akbik, Yunyao Li
POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels. ACL (System Demonstrations) (2016)
Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu
Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. ACL (1) (2015)
Thilo Michael, Alan Akbik
SCHNAPPER: A Web Toolkit for Exploratory Relation Extraction. ACL (System Demonstrations) (2015)
Alan Akbik, Thilo Michael, Christoph Boden
Exploratory Relation Extraction in Large Text Corpora. COLING (2014)
Johannes Kirschnick, Alan Akbik, Holmer Hemsen
Freepal: A Large Collection of Deep Lexico-Syntactic Patterns for Relation Extraction. LREC (2014)
Umar Maqsud, Sebastian Arnold, Michael Hülfenhaus, Alan Akbik
Nerdle: Topic-Specific Question Answering Using Wikia Seeds. COLING (Demos) (2014)
Alan Akbik, Thilo Michael
The Weltmodell: A Data-Driven Commonsense Knowledge Base. LREC (2014)
Alan Akbik, Larysa Visengeriyeva, Johannes Kirschnick, Alexander Löser
Effective Selectional Restrictions for Unsupervised Relation Extraction. IJCNLP (2013)
Alan Akbik, Oresti Konomi, Michail Melnikov
Propminer: A Workflow for Interactive Information Extraction and Exploration using Dependency Trees. ACL (Conference System Demonstrations) (2013)
Luis Faria, Alan Akbik, Barbara Sierman, Marcel Ras, Miguel Ferreira, José Carlos Ramalho
Automatic Preservation Watch using Information Extraction on the Web. iPRES (2013)
Alan Akbik, Larysa Visengeriyeva, Priska Herger, Holmer Hemsen, Alexander Löser
Unsupervised Discovery of Relations and Discriminative Extraction Patterns. COLING (2012)
Alan Akbik, Alexander Löser
KrakeN: N-ary Facts in Open Information Extraction. AKBC-WEKEX@NAACL-HLT (2012)

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Publication Activity (10 Years)

Top Topics

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Alan Akbik