Alan Akbik

According to our database, Alan Akbik authored at least 48 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks.

Lukas Garbas, Max Ploner, Alan Akbik

CoRR, 2024

LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models.

Max Ploner, Jacek Wiland, Sebastian Pohl, Alan Akbik

CoRR, 2024

Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions.

Max Dallabetta, Conrad Dobberstein, Adrian Breiding, Alan Akbik

CoRR, 2024

HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools.

Mario Sänger, Samuele Garda, Xing David Wang, Leon Weber-Genzel, Pia Droop, Benedikt Fuchs, Alan Akbik, Ulf Leser

CoRR, 2024

SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity.

Ansar Aynetdinov, Alan Akbik

CoRR, 2024

BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models.

Jacek Wiland, Max Ploner, Alan Akbik

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs.

Patrick Haller, Ansar Aynetdinov, Alan Akbik

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning.

David Schulte, Felix Hamborg, Alan Akbik

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition.

Elena Merdjanovska, Ansar Aynetdinov, Alan Akbik

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune?

Max Ploner, Alan Akbik

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition.

Jonas Golde, Felix Hamborg, Alan Akbik

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

PECC: Problem Extraction and Coding Challenges.

Patrick Haller, Jonas Golde, Alan Akbik

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks.

Lukas Garbaciauskas, Max Ploner, Alan Akbik

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset.

Susanna Rücker, Alan Akbik

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs.

Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation.

Marcel Milich, Alan Akbik

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Task-Specific Embeddings for Ante-Hoc Explainable Text Classification.

Kishaloy Halder, Josip Krapac, Alan Akbik, Anthony Brew, Matti Lyra

CoRR, 2022

Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning.

Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

2021

HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition.

Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik

Bioinform., 2021

Early Detection of Sexual Predators in Chats.

Matthias Vogt, Ulf Leser, Alan Akbik

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

FLERT: Document-Level Features for Named Entity Recognition.

Stefan Schweter, Alan Akbik

CoRR, 2020

Task-Aware Representation of Sentences for Generic Text Classification.

Kishaloy Halder, Alan Akbik, Josip Krapac, Roland Vollgraf

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Pooled Contextualized Embeddings for Named Entity Recognition.

Alan Akbik, Tanja Bergmann, Roland Vollgraf

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP.

Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, Roland Vollgraf

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Syntax-Aware Language Modeling with Recurrent Neural Networks.

Duncan Blythe, Alan Akbik, Roland Vollgraf

CoRR, 2018

FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German.

Leonidas Lefakis, Alan Akbik, Roland Vollgraf

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

ZAP: An Open-Source Multilingual Annotation Projection Framework.

Alan Akbik, Roland Vollgraf

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Contextual String Embeddings for Sequence Labeling.

Alan Akbik, Duncan Blythe, Roland Vollgraf

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles.

Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

The Projector: An Interactive Annotation Projection Visualization Tool.

Alan Akbik, Roland Vollgraf

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Exploratory relation extraction in large multilingual data.

Alan Akbik

PhD thesis, 2016

Improving Data Quality by Leveraging Statistical Relational Learning.

Larysa Visengeriyeva, Alan Akbik, Manohar Kaul

Proceedings of the 21st International Conference on Information Quality, 2016

Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages.

Alan Akbik, Vishwajeet Kumar, Yunyao Li

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

K-SRL: Instance-based Learning for Semantic Role Labeling.

Alan Akbik, Yunyao Li

Proceedings of the COLING 2016, 2016

Multilingual Aliasing for Auto-Generating Proposition Banks.

Alan Akbik, Xinyu Guan, Yunyao Li

Proceedings of the COLING 2016, 2016

Multilingual Information Extraction with PolyglotIE.

Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yonas Kbrom, Yunyao Li, Huaiyu Zhu

Proceedings of the COLING 2016, 2016

POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels.

Alan Akbik, Yunyao Li

Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

2015

SCHNAPPER: A Web Toolkit for Exploratory Relation Extraction.

Thilo Michael, Alan Akbik

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling.

Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Freepal: A Large Collection of Deep Lexico-Syntactic Patterns for Relation Extraction.

Johannes Kirschnick, Alan Akbik, Holmer Hemsen

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

The Weltmodell: A Data-Driven Commonsense Knowledge Base.

Alan Akbik, Thilo Michael

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Nerdle: Topic-Specific Question Answering Using Wikia Seeds.

Umar Maqsud, Sebastian Arnold, Michael Hülfenhaus, Alan Akbik

Proceedings of the COLING 2014, 2014

Exploratory Relation Extraction in Large Text Corpora.

Alan Akbik, Thilo Michael, Christoph Boden

Proceedings of the COLING 2014, 2014

2013

Automatic Preservation Watch using Information Extraction on the Web.

Luis Faria, Alan Akbik, Barbara Sierman, Marcel Ras, Miguel Ferreira, José Carlos Ramalho

Proceedings of the 10th International Conference on Digital Preservation, 2013

Effective Selectional Restrictions for Unsupervised Relation Extraction.

Alan Akbik, Larysa Visengeriyeva, Johannes Kirschnick, Alexander Löser

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Propminer: A Workflow for Interactive Information Extraction and Exploration using Dependency Trees.

Alan Akbik, Oresti Konomi, Michail Melnikov

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

KrakeN: N-ary Facts in Open Information Extraction.

Alan Akbik, Alexander Löser

Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

Unsupervised Discovery of Relations and Discriminative Extraction Patterns.

Alan Akbik, Larysa Visengeriyeva, Priska Herger, Holmer Hemsen, Alexander Löser

Proceedings of the COLING 2012, 2012