Pontus Stenetorp

The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining ACL 2026 Language Models Learn Universal Representations of Numbers and Here’s Why You Should Care ACL 2026 SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages? EMNLP 2025 Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025 TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning ACL 2025 AfroBench: How Good are Large Language Models on African Languages? ACL 2025 Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models NAACL 2025 IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025 Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set EMNLP 2025 Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025 Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025 Using Natural Language Explanations to Improve Robustness of In-context Learning ACL 2024 Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles EMNLP 2024 Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation EMNLP 2024 Evaluating WMT 2024 Metrics Shared Task Submissions on AfriMTE (the African Challenge Set) EMNLP 2024 Gender-specific Machine Translation with Large Language Models EMNLP 2024 AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages NAACL 2024 Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation NAACL 2024 Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024 What the DAAM: Interpreting Stable Diffusion Using Cross Attention ACL 2023 MasakhaNEWS: News Topic Classification for African languages IJCNLP 2023 MasakhaNEWS: News Topic Classification for African languages AACL 2023 Spike-inspired rank coding for fast and accurate recurrent neural networks ICLR 2022 Challenges in Generalization in Open Domain Question Answering NAACL 2022 MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022 An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022 Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity ACL 2022 Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022 Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification EMNLP 2021 Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints ACL 2021 Controllable Abstractive Dialogue Summarization with Sketch Supervision ACL 2021 Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples EACL 2021 Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets EACL 2021 Benchmarking Machine Reading Comprehension: A Psychological Perspective EACL 2021 Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP 2021 Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints IJCNLP 2021 Controllable Abstractive Dialogue Summarization with Sketch Supervision IJCNLP 2021 Dynabench: Rethinking Benchmarking in NLP NAACL 2021 Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020 Learning Reasoning Strategies in End-to-End Differentiable Proving ICML 2020 R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ACL 2020 Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets AAAI 2020 Undersensitivity in Neural Reading Comprehension EMNLP 2020 AxCell: Automatic Extraction of Results from Machine Learning Papers EMNLP 2020 Extrapolation in NLP NAACL 2018 Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection EMNLP 2018 UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) EMNLP 2018 Jack the Reader – A Machine Reading Framework ACL 2018 Neural Architectures for Fine-grained Entity Type Classification EACL 2017 Learning to Generate Textual Data EMNLP 2016 CroVeWA: Crosslingual Vector-Based Writing Assistance NAACL 2015 Sharing annotations better: RESTful Open Annotation IJCNLP 2015 Sharing annotations better: RESTful Open Annotation ACL 2015 Task-Oriented Learning of Word Embeddings for Semantic Relation Classification CONLL 2015 Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures EMNLP 2014 brat: a Web-based Tool for NLP-Assisted Text Annotation EACL 2012 A Novel Word Segmentation Approach for Written Languages with Word Boundary Markers IJCNLP 2009 A Novel Word Segmentation Approach for Written Languages with Word Boundary Markers ACL 2009