| 2026 | ACL | Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned LLMs. | Tristan Williams, Franziska Weeber, Sebastian Pad, Alan Akbik |
| 2026 | EACL | FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition. | Jonas Golde, Patrick Haller, Alan Akbik |
| 2025 | ACL | Question Decomposition for Retrieval-Augmented Generation. | Paul J. L. Ammann, Jonas Golde, Alan Akbik |
| 2025 | ACL | Pre-Training Curriculum for Multi-Token Prediction in Language Models. | Ansar Aynetdinov, Alan Akbik |
| 2025 | ACL | Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation. | Susanna Rcker, Alan Akbik |
| 2025 | EMNLP | Improving Online Job Advertisement Analysis via Compositional Entity Extraction. | Kai Krger, Johanna Binnewitt, Kathrin Ehmann, Stefan Winnige, Alan Akbik |
| 2025 | EMNLP | Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition. | Elena Merdjanovska, Alan Akbik |
| 2025 | EMNLP | Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data. | Olia Toporkov, Alan Akbik, Rodrigo Agerri |
| 2025 | NAACL | TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks. | Lukas Garbas, Max Ploner, Alan Akbik |
| 2025 | NAACL | Familarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data. | Jonas Golde, Patrick Haller, Max Ploner, Fabio Barth, Nicolaas Paul Jedema, Alan Akbik |
| 2025 | NAACL | LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models. | Max Ploner, Jacek Wiland, Sebastian Pohl, Alan Akbik |
| 2024 | ACL | Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions. | Max Dallabetta, Conrad Dobberstein, Adrian Breiding, Alan Akbik |
| 2024 | ACL | Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks. | Lukas Garbaciauskas, Max Ploner, Alan Akbik |
| 2024 | COLING | PECC: Problem Extraction and Coding Challenges. | Patrick Haller, Jonas Golde, Alan Akbik |
| 2024 | EACL | Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition. | Jonas Golde, Felix Hamborg, Alan Akbik |
| 2024 | EACL | Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? | Max Ploner, Alan Akbik |
| 2024 | EMNLP | NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition. | Elena Merdjanovska, Ansar Aynetdinov, Alan Akbik |
| 2024 | EMNLP | Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning. | David Schulte, Felix Hamborg, Alan Akbik |
| 2024 | NAACL | OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs. | Patrick Haller, Ansar Aynetdinov, Alan Akbik |
| 2024 | NAACL | BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models. | Jacek Wiland, Max Ploner, Alan Akbik |
| 2023 | EACL | ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation. | Marcel Milich, Alan Akbik |
| 2023 | EMNLP | Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs. | Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik |
| 2023 | EMNLP | CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset. | Susanna Rcker, Alan Akbik |
| 2022 | NAACL | Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. | Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell |
| 2021 | ACL | Early Detection of Sexual Predators in Chats. | Matthias Vogt, Ulf Leser, Alan Akbik |
| 2020 | COLING | Task-Aware Representation of Sentences for Generic Text Classification. | Kishaloy Halder, Alan Akbik, Josip Krapac, Roland Vollgraf |
| 2019 | NAACL | FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP. | Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, Roland Vollgraf |
| 2019 | NAACL | Pooled Contextualized Embeddings for Named Entity Recognition. | Alan Akbik, Tanja Bergmann, Roland Vollgraf |
| 2018 | COLING | Contextual String Embeddings for Sequence Labeling. | Alan Akbik, Duncan Blythe, Roland Vollgraf |
| 2018 | LREC | ZAP: An Open-Source Multilingual Annotation Projection Framework. | Alan Akbik, Roland Vollgraf |
| 2018 | LREC | FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German. | Leonidas Lefakis, Alan Akbik, Roland Vollgraf |
| 2017 | EMNLP | The Projector: An Interactive Annotation Projection Visualization Tool. | Alan Akbik, Roland Vollgraf |
| 2017 | EMNLP | CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. | Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu |
| 2016 | ACL | POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels. | Alan Akbik, Yunyao Li |
| 2016 | COLING | Multilingual Information Extraction with PolyglotIE. | Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yonas Kbrom, Yunyao Li, Huaiyu Zhu |
| 2016 | COLING | Multilingual Aliasing for Auto-Generating Proposition Banks. | Alan Akbik, Xinyu Guan, Yunyao Li |
| 2016 | COLING | K-SRL: Instance-based Learning for Semantic Role Labeling. | Alan Akbik, Yunyao Li |
| 2016 | EMNLP | Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages. | Alan Akbik, Vishwajeet Kumar, Yunyao Li |
| 2015 | ACL | Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. | Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu |
| 2015 | ACL | SCHNAPPER: A Web Toolkit for Exploratory Relation Extraction. | Thilo Michael, Alan Akbik |
| 2014 | COLING | Exploratory Relation Extraction in Large Text Corpora. | Alan Akbik, Thilo Michael, Christoph Boden |
| 2014 | COLING | Nerdle: Topic-Specific Question Answering Using Wikia Seeds. | Umar Maqsud, Sebastian Arnold, Michael Hlfenhaus, Alan Akbik |
| 2014 | LREC | The Weltmodell: A Data-Driven Commonsense Knowledge Base. | Alan Akbik, Thilo Michael |
| 2014 | LREC | Freepal: A Large Collection of Deep Lexico-Syntactic Patterns for Relation Extraction. | Johannes Kirschnick, Alan Akbik, Holmer Hemsen |
| 2013 | ACL | Propminer: A Workflow for Interactive Information Extraction and Exploration using Dependency Trees. | Alan Akbik, Oresti Konomi, Michail Melnikov |
| 2013 | IJCNLP | Effective Selectional Restrictions for Unsupervised Relation Extraction. | Alan Akbik, Larysa Visengeriyeva, Johannes Kirschnick, Alexander Lser |
| 2012 | COLING | Unsupervised Discovery of Relations and Discriminative Extraction Patterns. | Alan Akbik, Larysa Visengeriyeva, Priska Herger, Holmer Hemsen, Alexander Lser |
| 2012 | NAACL | KrakeN: N-ary Facts in Open Information Extraction. | Alan Akbik, Alexander Lser |