← Authors

Pontus Stenetorp

57 papers · 2009–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (16) πŸ—ΊοΈ Taxonomy Completionist (79) 🐝 Cross-Pollinator (15) πŸ‘₯ Mega-Team (65) 🀝 Dynamic Duo (20) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (57) πŸ—ƒοΈ Keyword Collector (179) ⚑ Prolific Year (6) ❓ The Questioner (2)

Conferences

EMNLP (19) ACL (13) NAACL (9) EACL (5) IJCNLP (5) AAAI (1) AACL (1) COLING (1) CONLL (1) ICLR (1) ICML (1)

Top co-authors

Sebastian Riedel (20) Pasquale Minervini (11) David Ifeoluwa Adelani (11) Jiayi Wang (7) Max Bartolo (6) Yuxiang Wu (6) Yao Lu (5) Jessica Ojo (5) Shamsuddeen Hassan Muhammad (4) Xuanli He (4)

Keywords

question answering (9) machine translation (7) large language model (7) low-resource language (6) text classification (6) african language (5) natural language inference (5) machine reading comprehension (4) open-domain question answering (4) natural language understanding (3) prompt engineering (3) adaptive computation (3) model robustness (3) cross-lingual transfer (3) text-to-image generation (2) reading comprehension (2) few-shot learning (2) adversarial training (2) adversarial robustness (2) reinforcement learning (2)

Papers

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025
Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models NAACL 2025
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
Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025
Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025
Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set EMNLP 2025
Evaluating WMT 2024 Metrics Shared Task Submissions on AfriMTE (the African Challenge Set) EMNLP 2024
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation NAACL 2024
Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation EMNLP 2024
Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles EMNLP 2024
Using Natural Language Explanations to Improve Robustness of In-context Learning ACL 2024
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages NAACL 2024
Gender-specific Machine Translation with Large Language Models EMNLP 2024
What the DAAM: Interpreting Stable Diffusion Using Cross Attention ACL 2023
MasakhaNEWS: News Topic Classification for African languages AACL 2023
MasakhaNEWS: News Topic Classification for African languages IJCNLP 2023
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022
Challenges in Generalization in Open Domain Question Answering NAACL 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants NAACL 2022
Spike-inspired rank coding for fast and accurate recurrent neural networks ICLR 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity ACL 2022
Controllable Abstractive Dialogue Summarization with Sketch Supervision ACL 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints 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
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification EMNLP 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
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
Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020
AxCell: Automatic Extraction of Results from Machine Learning Papers EMNLP 2020
Undersensitivity in Neural Reading Comprehension EMNLP 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving ICML 2020
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) EMNLP 2018
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection EMNLP 2018
Jack the Reader – A Machine Reading Framework ACL 2018
Extrapolation in NLP NAACL 2018
Neural Architectures for Fine-grained Entity Type Classification EACL 2017
Learning to Generate Textual Data EMNLP 2016
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification CONLL 2015
Sharing annotations better: RESTful Open Annotation IJCNLP 2015
Sharing annotations better: RESTful Open Annotation ACL 2015
CroVeWA: Crosslingual Vector-Based Writing Assistance NAACL 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