Alan Akbik

FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition EACL 2026 Using Subword-Embeddings for Bilingual Lexicon Induction in Bantu Languages EACL 2026 TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks NAACL 2025 LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models NAACL 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025 Question Decomposition for Retrieval-Augmented Generation ACL 2025 From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025 Towards a Principled Evaluation of Knowledge Editors ACL 2025 Measuring Label Ambiguity in Subjective Tasks using Predictive Uncertainty Estimation ACL 2025 Babies Learn to Look Ahead: Multi-Token Prediction in Small LMs EMNLP 2025 Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements EMNLP 2025 Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition EMNLP 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks ACL 2024 Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions ACL 2024 PECC: Problem Extraction and Coding Challenges COLING 2024 BabyHGRN: Exploring RNNs for Sample-Efficient Language Modeling CONLL 2024 Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition EACL 2024 Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? EACL 2024 Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning EMNLP 2024 NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition EMNLP 2024 OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs NAACL 2024 BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models NAACL 2024 CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset EMNLP 2023 ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation EACL 2023 Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs EMNLP 2023 Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022 Early Detection of Sexual Predators in Chats ACL 2021 Early Detection of Sexual Predators in Chats IJCNLP 2021 Task-Aware Representation of Sentences for Generic Text Classification COLING 2020 FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP NAACL 2019 Pooled Contextualized Embeddings for Named Entity Recognition NAACL 2019 Contextual String Embeddings for Sequence Labeling COLING 2018 CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles EMNLP 2017 The Projector: An Interactive Annotation Projection Visualization Tool EMNLP 2017 Multilingual Information Extraction with PolyglotIE COLING 2016 Multilingual Aliasing for Auto-Generating Proposition Banks COLING 2016 K-SRL: Instance-based Learning for Semantic Role Labeling COLING 2016 POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels ACL 2016 Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages EMNLP 2016 Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling IJCNLP 2015 SCHNÄPPER: A Web Toolkit for Exploratory Relation Extraction IJCNLP 2015 SCHNÄPPER: A Web Toolkit for Exploratory Relation Extraction ACL 2015 Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling ACL 2015 Exploratory Relation Extraction in Large Text Corpora COLING 2014 Nerdle: Topic-Specific Question Answering Using Wikia Seeds COLING 2014 Propminer: A Workflow for Interactive Information Extraction and Exploration using Dependency Trees ACL 2013 Effective Selectional Restrictions for Unsupervised Relation Extraction IJCNLP 2013 Unsupervised Discovery of Relations and Discriminative Extraction Patterns COLING 2012