Alan Akbik - RankMe

87 papers A* 6A 1B 11Journal 37Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned LLMs. CoRR Tristan Williams, Franziska Weeber, Sebastian Padó, Alan Akbik
2026	—	`conf`	FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition. EACL (Findings) Jonas Golde, Patrick Haller, Alan Akbik
2026	J	`jnl`	Self-Aware Knowledge Probing: Evaluating Language Models' Relational Knowledge through Confidence Calibration. CoRR Christopher Kissling, Elena Merdjanovska, Alan Akbik
2026	J	`jnl`	What Matters When Building Universal Multilingual Named Entity Recognition Models? CoRR Jonas Golde, Patrick Haller, Alan Akbik
2025	J	`jnl`	Empirical Evaluation of Knowledge Distillation from Transformers to Subquadratic Language Models. CoRR Patrick Haller, Jonas Golde, Alan Akbik
2025	—	`conf`	Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation. ACL (1) Susanna Rücker, Alan Akbik
2025	J	`jnl`	Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation. CoRR Susanna Rücker, Alan Akbik
2025	—	`conf`	Familarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data. NAACL (Long Papers) Jonas Golde, Patrick Haller, Max Ploner, Fabio Barth, Nicolaas Paul Jedema, Alan Akbik
2025	J	`jnl`	FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition. CoRR Jonas Golde, Patrick Haller, Alan Akbik
2025	J	`jnl`	From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts. CoRR Daniel Christoph, Max Ploner, Patrick Haller, Alan Akbik
2025	A*	`conf`	Improving Online Job Advertisement Analysis via Compositional Entity Extraction. EMNLP Kai Krüger, Johanna Binnewitt, Kathrin Ehmann, Stefan Winnige, Alan Akbik
2025	—	`conf`	LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models. NAACL (System Demonstrations) Max Ploner, Jacek Wiland, Sebastian Pohl, Alan Akbik
2025	—	`conf`	Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data. EMNLP (Findings) Olia Toporkov, Alan Akbik, Rodrigo Agerri
2025	J	`jnl`	Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data. CoRR Olia Toporkov, Alan Akbik, Rodrigo Agerri
2025	J	`jnl`	MastermindEval: A Simple But Scalable Reasoning Benchmark. CoRR Jonas Golde, Patrick Haller, Fabio Barth, Alan Akbik
2025	J	`jnl`	PISA-Bench: The PISA Index as a Multilingual and Multimodal Metric for the Evaluation of Vision-Language Models. CoRR Patrick Haller, Fabio Barth, Jonas Golde, Georg Rehm, Alan Akbik
2025	—	`conf`	Pre-Training Curriculum for Multi-Token Prediction in Language Models. ACL (1) Ansar Aynetdinov, Alan Akbik
2025	J	`jnl`	Pre-Training Curriculum for Multi-Token Prediction in Language Models. CoRR Ansar Aynetdinov, Alan Akbik
2025	—	`conf`	Question Decomposition for Retrieval-Augmented Generation. ACL (4) Paul J. L. Ammann, Jonas Golde, Alan Akbik
2025	J	`jnl`	Question Decomposition for Retrieval-Augmented Generation. CoRR Paul J. L. Ammann, Jonas Golde, Alan Akbik
2025	J	`jnl`	Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements. CoRR Patrick Haller, Jonas Golde, Alan Akbik
2025	—	`conf`	Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition. EMNLP (Findings) Elena Merdjanovska, Alan Akbik
2025	J	`jnl`	Towards a Principled Evaluation of Knowledge Editors. CoRR Sebastian Pohl, Max Ploner, Alan Akbik
2025	—	`conf`	TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks. NAACL (System Demonstrations) Lukas Garbas, Max Ploner, Alan Akbik
2024	—	`conf`	BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models. NAACL-HLT (Findings) Jacek Wiland, Max Ploner, Alan Akbik
2024	J	`jnl`	BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models. CoRR Jacek Wiland, Max Ploner, Alan Akbik
2024	J	`jnl`	BabyHGRN: Exploring RNNs for Sample-Efficient Training of Language Models. CoRR Patrick Haller, Jonas Golde, Alan Akbik
2024	—	`conf`	Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks. ACL (Findings) Lukas Garbaciauskas, Max Ploner, Alan Akbik
2024	J	`jnl`	Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM. CoRR Maximilian Mews, Ansar Aynetdinov, Vivian Schiller, Peter Eisert, Alan Akbik
2024	J	`jnl`	Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data. CoRR Jonas Golde, Patrick Haller, Max Ploner, Fabio Barth, Nicolaas Paul Jedema, Alan Akbik
2024	—	`conf`	Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions. ACL (3) Max Dallabetta, Conrad Dobberstein, Adrian Breiding, Alan Akbik
2024	J	`jnl`	Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions. CoRR Max Dallabetta, Conrad Dobberstein, Adrian Breiding, Alan Akbik
2024	J	`jnl`	HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools. Bioinform. Mario Sänger, Samuele Garda, Xing David Wang, Leon Weber-Genzel, Pia Droop, Benedikt Fuchs, Alan Akbik, Ulf Leser
2024	J	`jnl`	HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools. CoRR Mario Sänger, Samuele Garda, Xing David Wang, Leon Weber-Genzel, Pia Droop, Benedikt Fuchs, Alan Akbik, Ulf Leser
2024	J	`jnl`	LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models. CoRR Max Ploner, Jacek Wiland, Sebastian Pohl, Alan Akbik
2024	—	`conf`	Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition. EACL (1) Jonas Golde, Felix Hamborg, Alan Akbik
2024	J	`jnl`	Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition. CoRR Jonas Golde, Felix Hamborg, Alan Akbik
2024	A*	`conf`	Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning. EMNLP David Schulte, Felix Hamborg, Alan Akbik
2024	J	`jnl`	Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning. CoRR David Schulte, Felix Hamborg, Alan Akbik
2024	A*	`conf`	NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition. EMNLP Elena Merdjanovska, Ansar Aynetdinov, Alan Akbik
2024	J	`jnl`	NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition. CoRR Elena Merdjanovska, Ansar Aynetdinov, Alan Akbik
2024	—	`conf`	OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs. NAACL (Demonstrations) Patrick Haller, Ansar Aynetdinov, Alan Akbik
2024	—	`conf`	PECC: Problem Extraction and Coding Challenges. LREC/COLING Patrick Haller, Jonas Golde, Alan Akbik
2024	J	`jnl`	PECC: Problem Extraction and Coding Challenges. CoRR Patrick Haller, Jonas Golde, Alan Akbik
2024	—	`conf`	Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? EACL (Findings) Max Ploner, Alan Akbik
2024	J	`jnl`	SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity. CoRR Ansar Aynetdinov, Alan Akbik
2024	J	`jnl`	TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks. CoRR Lukas Garbas, Max Ploner, Alan Akbik
2023	A*	`conf`	CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset. EMNLP Susanna Rücker, Alan Akbik
2023	J	`jnl`	CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset. CoRR Susanna Rücker, Alan Akbik
2023	—	`conf`	Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs. EMNLP (Demos) Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik
2023	J	`jnl`	Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs. CoRR Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik
2023	J	`jnl`	OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs. CoRR Patrick Haller, Ansar Aynetdinov, Alan Akbik
2023	A	`conf`	ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation. EACL Marcel Milich, Alan Akbik
2022	—	`conf`	Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. NAACL-HLT (Industry Papers) Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell
2022	J	`jnl`	Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. CoRR Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell
2022	J	`jnl`	Task-Specific Embeddings for Ante-Hoc Explainable Text Classification. CoRR Kishaloy Halder, Josip Krapac, Alan Akbik, Anthony Brew, Matti Lyra
2021	—	`conf`	Early Detection of Sexual Predators in Chats. ACL/IJCNLP (1) Matthias Vogt, Ulf Leser, Alan Akbik
2021	J	`jnl`	HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition. Bioinform. Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik
2020	J	`jnl`	FLERT: Document-Level Features for Named Entity Recognition. CoRR Stefan Schweter, Alan Akbik
2020	J	`jnl`	HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition. CoRR Leon Weber, Mario Sänger, Jannes Münchmeyer, Maryam Habibi, Ulf Leser, Alan Akbik
2020	B	`conf`	Task-Aware Representation of Sentences for Generic Text Classification. COLING Kishaloy Halder, Alan Akbik, Josip Krapac, Roland Vollgraf
2019	—	`conf`	FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP. NAACL-HLT (Demonstrations) Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, Roland Vollgraf
2019	—	`conf`	Pooled Contextualized Embeddings for Named Entity Recognition. NAACL-HLT (1) Alan Akbik, Tanja Bergmann, Roland Vollgraf
2018	B	`conf`	Contextual String Embeddings for Sequence Labeling. COLING Alan Akbik, Duncan Blythe, Roland Vollgraf
2018	B	`conf`	FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German. LREC Leonidas Lefakis, Alan Akbik, Roland Vollgraf
2018	J	`jnl`	Syntax-Aware Language Modeling with Recurrent Neural Networks. CoRR Duncan Blythe, Alan Akbik, Roland Vollgraf
2018	B	`conf`	ZAP: An Open-Source Multilingual Annotation Projection Framework. LREC Alan Akbik, Roland Vollgraf
2017	A*	`conf`	CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. EMNLP Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu
2017	—	`conf`	The Projector: An Interactive Annotation Projection Visualization Tool. EMNLP (System Demonstrations) Alan Akbik, Roland Vollgraf
2016	—	`—`	Exploratory relation extraction in large multilingual data. Alan Akbik
2016	—	`conf`	Improving Data Quality by Leveraging Statistical Relational Learning. ICIQ Larysa Visengeriyeva, Alan Akbik, Manohar Kaul
2016	B	`conf`	K-SRL: Instance-based Learning for Semantic Role Labeling. COLING Alan Akbik, Yunyao Li
2016	B	`conf`	Multilingual Aliasing for Auto-Generating Proposition Banks. COLING Alan Akbik, Xinyu Guan, Yunyao Li
2016	—	`conf`	Multilingual Information Extraction with PolyglotIE. COLING (Demos) Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yonas Kbrom, Yunyao Li, Huaiyu Zhu
2016	—	`conf`	POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels. ACL (System Demonstrations) Alan Akbik, Yunyao Li
2016	A*	`conf`	Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages. EMNLP Alan Akbik, Vishwajeet Kumar, Yunyao Li
2015	—	`conf`	Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. ACL (1) Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu
2015	—	`conf`	SCHNAPPER: A Web Toolkit for Exploratory Relation Extraction. ACL (System Demonstrations) Thilo Michael, Alan Akbik
2014	B	`conf`	Exploratory Relation Extraction in Large Text Corpora. COLING Alan Akbik, Thilo Michael, Christoph Boden
2014	B	`conf`	Freepal: A Large Collection of Deep Lexico-Syntactic Patterns for Relation Extraction. LREC Johannes Kirschnick, Alan Akbik, Holmer Hemsen
2014	—	`conf`	Nerdle: Topic-Specific Question Answering Using Wikia Seeds. COLING (Demos) Umar Maqsud, Sebastian Arnold, Michael Hülfenhaus, Alan Akbik
2014	B	`conf`	The Weltmodell: A Data-Driven Commonsense Knowledge Base. LREC Alan Akbik, Thilo Michael
2013	—	`conf`	Automatic Preservation Watch using Information Extraction on the Web. iPRES Luis Faria, Alan Akbik, Barbara Sierman, Marcel Ras, Miguel Ferreira, José Carlos Ramalho
2013	B	`conf`	Effective Selectional Restrictions for Unsupervised Relation Extraction. IJCNLP Alan Akbik, Larysa Visengeriyeva, Johannes Kirschnick, Alexander Löser
2013	—	`conf`	Propminer: A Workflow for Interactive Information Extraction and Exploration using Dependency Trees. ACL (Conference System Demonstrations) Alan Akbik, Oresti Konomi, Michail Melnikov
2012	—	`conf`	KrakeN: N-ary Facts in Open Information Extraction. AKBC-WEKEX@NAACL-HLT Alan Akbik, Alexander Löser
2012	B	`conf`	Unsupervised Discovery of Relations and Discriminative Extraction Patterns. COLING Alan Akbik, Larysa Visengeriyeva, Priska Herger, Holmer Hemsen, Alexander Löser