Isabelle Augenstein

Claim Verification in the Age of Large Language Models: A Survey ACL 2026 CUB: Benchmarking Context Utilisation Techniques for Language Models ACL 2026 Explaining Sources of Uncertainty in Automated Fact-Checking ACL 2026 Interpretable Debiasing of Vision-Language Models for Social Fairness CVPR 2026 Reliable Evaluation Protocol for Low-Precision Retrieval ACL 2026 Stress Testing Factual Consistency Metrics for Long-Document Summarization ACL 2026 A Reality Check on Context Utilisation for Retrieval-Augmented Generation ACL 2025 Can Community Notes Replace Professional Fact-Checkers? ACL 2025 Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025 Explainability and Interpretability of Multilingual Large Language Models: A Survey EMNLP 2025 FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025 Graph-Guided Textual Explanation Generation Framework EMNLP 2025 Investigating Human Values in Online Communities NAACL 2025 Measuring and Benchmarking Large Language Models’ Capabilities to Generate Persuasive Language NAACL 2025 Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics EMNLP 2025 Multi-Modal Framing Analysis of News EMNLP 2025 Presumed Cultural Identity: How Names Shape LLM Responses EMNLP 2025 Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025 SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages COLING 2025 Unstructured Evidence Attribution for Long Context Query Focused Summarization EMNLP 2025 Can Transformers Learn n-gram Language Models? EMNLP 2024 DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024 Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers EMNLP 2024 Investigating the Impact of Model Instability on Explanations and Uncertainty ACL 2024 LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models EMNLP 2024 Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods ACL 2024 Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models EACL 2024 Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024 Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024 What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages ACL 2024 Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NeurIPS 2023 A Latent-Variable Model for Intrinsic Probing AAAI 2023 Explaining Interactions Between Text Spans EMNLP 2023 Faithfulness Tests for Natural Language Explanations ACL 2023 Measuring Gender Bias in West Slavic Language Models EACL 2023 Measuring Intersectional Biases in Historical Documents ACL 2023 Multilingual Event Extraction from Historical Newspaper Adverts ACL 2023 People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection EMNLP 2023 PHD: Pixel-Based Language Modeling of Historical Documents EMNLP 2023 Probing Pre-Trained Language Models for Cross-Cultural Differences in Values EACL 2023 Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing EMNLP 2023 Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection ACL 2023 Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions EMNLP 2023 A Survey on Stance Detection for Mis- and Disinformation Identification NAACL 2022 Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022 Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022 Diagnostics-Guided Explanation Generation AAAI 2022 Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training AAAI 2022 Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL 2022 Machine Reading, Fast and Slow: When Do Models “Understand” Language? COLING 2022 Modeling Information Change in Science Communication with Semantically Matched Paraphrases EMNLP 2022 Multi-sense Language Modelling NAACL 2022 Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022 Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022 TempEL: Linking Dynamically Evolving and Newly Emerging Entities NeurIPS 2022 CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding ACL 2021 Cross-Domain Label-Adaptive Stance Detection EMNLP 2021 Determining the Credibility of Science Communication NAACL 2021 Does Typological Blinding Impede Cross-Lingual Sharing? EACL 2021 How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021 Inducing Language-Agnostic Multilingual Representations ACL 2021 Is Sparse Attention more Interpretable? ACL 2021 Multi-Hop Fact Checking of Political Claims IJCAI 2021 Semi-Supervised Exaggeration Detection of Health Science Press Releases EMNLP 2021 2kenize: Tying Subword Sequences for Chinese Script Conversion ACL 2020 A Diagnostic Study of Explainability Techniques for Text Classification EMNLP 2020 Back to the Future – Temporal Adaptation of Text Representations AAAI 2020 Claim Check-Worthiness Detection as Positive Unlabelled Learning EMNLP 2020 Generating Fact Checking Explanations ACL 2020 Generating Label Cohesive and Well-Formed Adversarial Claims EMNLP 2020 SIGTYP 2020 Shared Task: Prediction of Typological Features EMNLP 2020 SubjQA: A Dataset for Subjectivity and Review Comprehension EMNLP 2020 Transformer Based Multi-Source Domain Adaptation EMNLP 2020 TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP UAI 2020 Unsupervised Evaluation for Question Answering with Transformers EMNLP 2020 What Can We Do to Improve Peer Review in NLP? EMNLP 2020 Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020 A Probabilistic Generative Model of Linguistic Typology NAACL 2019 Combining Sentiment Lexica with a Multi-View Variational Autoencoder NAACL 2019 Issue Framing in Online Discussion Fora NAACL 2019 Latent Multi-Task Architecture Learning AAAI 2019 Mapping (Dis-)Information Flow about the MH17 Plane Crash EMNLP 2019 MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims EMNLP 2019 Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) ACL 2019 Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019 Uncovering Probabilistic Implications in Typological Knowledge Bases ACL 2019 Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ACL 2019 X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension EMNLP 2019 A strong baseline for question relevancy ranking EMNLP 2018 Character-level Supervision for Low-resource POS Tagging ACL 2018 Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding CoNLL 2018 From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018 Jack the Reader – A Machine Reading Framework ACL 2018 KU-MTL at SemEval-2018 Task 1: Multi-task Identification of Affect in Tweets SemEval 2018 Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL 2018 Nightmare at test time: How punctuation prevents parsers from generalizing EMNLP 2018 Parameter sharing between dependency parsers for related languages EMNLP 2018 Proceedings of the Third Workshop on Representation Learning for NLP ACL 2018 A Supervised Approach to Extractive Summarisation of Scientific Papers CoNLL 2017 Multi-Task Learning of Keyphrase Boundary Classification ACL 2017 SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications SemEval 2017 Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM SemEval 2017 Numerically Grounded Language Models for Semantic Error Correction EMNLP 2016 Stance Detection with Bidirectional Conditional Encoding EMNLP 2016 USFD at SemEval-2016 Task 6: Any-Target Stance Detection on Twitter with Autoencoders SemEval 2016 Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning EMNLP 2015 Mining Equivalent Relations from Linked Data ACL 2013