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Isabelle Augenstein

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

95

Venues

15

Active years

2013–2026

Best venue rank

A*

Where they publish

Papers

95 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLClaim Verification in the Age of Large Language Models: A Survey.Alphaeus Dmonte, Roland Oruche, Marcos Zampieri, Prasad Calyam, Isabelle Augenstein
2026ACLCUB: Benchmarking Context Utilisation Techniques for Language Models.Lovisa Hagstrm, Youna Kim, Haeun Yu, Sang-goo Lee, Richard Johansson, Hyunsoo Cho, Isabelle Augenstein
2026ACLStress Testing Factual Consistency Metrics for Long-Document Summarization.Zain Muhammad Mujahid, Dustin Wright, Isabelle Augenstein
2026ACLAnalysing Differences in Persuasive Language in LLM-Generated Text: Uncovering Stereotypical Gender Patterns.Amalie Brogaard Pauli, Maria Barrett, Max Mller-Eberstein, Isabelle Augenstein, Ira Assent
2026ACLExplaining Sources of Uncertainty in Automated Fact-Checking.Jingyi Sun, Greta Warren, Irina Shklovski, Isabelle Augenstein
2026ACLReliable Evaluation Protocol for Low-Precision Retrieval.Kisu Yang, Yoonna Jang, Hwanseok Jang, Kenneth Choi, Isabelle Augenstein, Heuiseok Lim
2025ACLCan Community Notes Replace Professional Fact-Checkers?Nadav Borenstein, Greta Warren, Desmond Elliott, Isabelle Augenstein
2025ACLA Reality Check on Context Utilisation for Retrieval-Augmented Generation.Lovisa Hagstrm, Sara Vera Marjanovic, Haeun Yu, Arnav Arora, Christina Lioma, Maria Maistro, Pepa Atanasova, Isabelle Augenstein
2025CHIShow Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking.Greta Warren, Irina Shklovski, Isabelle Augenstein
2025COLINGSynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages.Gayane Ghazaryan, Erik Arakelyan, Isabelle Augenstein, Pasquale Minervini
2025EMNLPFLARE: Faithful Logic-Aided Reasoning and Exploration.Erik Arakelyan, Pasquale Minervini, Patrick S. H. Lewis, Pat Verga, Isabelle Augenstein
2025EMNLPMulti-Modal Framing Analysis of News.Arnav Arora, Srishti Yadav, Maria Antoniak, Serge J. Belongie, Isabelle Augenstein
2025EMNLPMind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics.Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent
2025EMNLPPresumed Cultural Identity: How Names Shape LLM Responses.Siddhesh Pawar, Arnav Arora, Lucie-Aime Kaffee, Isabelle Augenstein
2025EMNLPExplainability and Interpretability of Multilingual Large Language Models: A Survey.Lucas Resck, Isabelle Augenstein, Anna Korhonen
2025EMNLPUnstructured Evidence Attribution for Long Context Query Focused Summarization.Dustin Wright, Zain Muhammad Mujahid, Lu Wang, Isabelle Augenstein, David Jurgens
2025EMNLPGraph-Guided Textual Explanation Generation Framework.Shuzhou Yuan, Jingyi Sun, Ran Zhang, Michael Frber, Steffen Eger, Pepa Atanasova, Isabelle Augenstein
2025NAACLInvestigating Human Values in Online Communities.Nadav Borenstein, Arnav Arora, Lucie-Aime Kaffee, Isabelle Augenstein
2025NAACLSpecializing Large Language Models to Simulate Survey Response Distributions for Global Populations.Yong Cao, Haijiang Liu, Arnav Arora, Isabelle Augenstein, Paul Rttger, Daniel Hershcovich
2025NAACLMeasuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language.Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent
2025NAACLEvaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework.Jingyi Sun, Pepa Atanasova, Isabelle Augenstein
2025SIGIREfficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking.Kevin Roitero, Dustin Wright, Michael Soprano, Isabelle Augenstein, Stefano Mizzaro
2024ACLWhat Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages.Nadav Borenstein, Anej Svete, Robin Chan, Josef Valvoda, Franz Nowak, Isabelle Augenstein, Eleanor Chodroff, Ryan Cotterell
2024ACLInvestigating the Impact of Model Instability on Explanations and Uncertainty.Sara Marjanovic, Isabelle Augenstein, Christina Lioma
2024ACLUnderstanding Fine-grained Distortions in Reports of Scientific Findings.Amelie Whrl, Dustin Wright, Roman Klinger, Isabelle Augenstein
2024ACLRevealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods.Haeun Yu, Pepa Atanasova, Isabelle Augenstein
2024EACLSemantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models.Erik Arakelyan, Zhaoqi Liu, Isabelle Augenstein
2024EMNLPLLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models.Dustin Wright, Arnav Arora, Nadav Borenstein, Srishti Yadav, Serge J. Belongie, Isabelle Augenstein
2024EMNLPSocial Bias Probing: Fairness Benchmarking for Language Models.Marta Marchiori Manerba, Karolina Stanczak, Riccardo Guidotti, Isabelle Augenstein
2024EMNLPDYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models.Sara Marjanovic, Haeun Yu, Pepa Atanasova, Maria Maistro, Christina Lioma, Isabelle Augenstein
2024EMNLPCan Transformers Learn n-gram Language Models?Anej Svete, Nadav Borenstein, Mike Zhou, Isabelle Augenstein, Ryan Cotterell
2024EMNLPFactcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers.Yuxia Wang, Revanth Gangi Reddy, Zain Muhammad Mujahid, Arnav Arora, Aleksandr Rubashevskii, Jiahui Geng, Osama Mohammed Afzal, Liangming Pan, Nadav Borenstein, Aditya Pillai, Isabelle Augenstein, Iryna Gurevych, Preslav Nakov
2023AAAIA Latent-Variable Model for Intrinsic Probing.Karolina Stanczak, Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell, Isabelle Augenstein
2023ACLTopic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection.Erik Arakelyan, Arnav Arora, Isabelle Augenstein
2023ACLFaithfulness Tests for Natural Language Explanations.Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, Thomas Lukasiewicz, Jakob Grue Simonsen, Isabelle Augenstein
2023ACLMultilingual Event Extraction from Historical Newspaper Adverts.Nadav Borenstein, Natalia da Silva Perez, Isabelle Augenstein
2023ACLMeasuring Intersectional Biases in Historical Documents.Nadav Borenstein, Karolina Stanczak, Thea Rolskov, Natacha Klein Kfer, Natalia da Silva Perez, Isabelle Augenstein
2023EMNLPPHD: Pixel-Based Language Modeling of Historical Documents.Nadav Borenstein, Phillip Rust, Desmond Elliott, Isabelle Augenstein
2023EMNLPExplaining Interactions Between Text Spans.Sagnik Ray Choudhury, Pepa Atanasova, Isabelle Augenstein
2023EMNLPWhy Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions.Lucie-Aime Kaffee, Arnav Arora, Isabelle Augenstein
2023EMNLPThorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing.Lucie-Aime Kaffee, Arnav Arora, Zeerak Talat, Isabelle Augenstein
2023EMNLPPeople Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection.Indira Sen, Dennis Assenmacher, Mattia Samory, Isabelle Augenstein, Wil M. P. van der Aalst, Claudia Wagner
2022AAAIDiagnostics-Guided Explanation Generation.Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2022AAAIFew-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training.Momchil Hardalov, Arnav Arora, Preslav Nakov, Isabelle Augenstein
2022AAAILongitudinal Citation Prediction using Temporal Graph Neural Networks.Andreas Nugaard Holm, Barbara Plank, Dustin Wright, Isabelle Augenstein
2022ACLGenerating Scientific Claims for Zero-Shot Scientific Fact Checking.Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang
2022COLINGCan Edge Probing Tests Reveal Linguistic Knowledge in QA Models?Sagnik Ray Choudhury, Nikita Bhutani, Isabelle Augenstein
2022COLINGMachine Reading, Fast and Slow: When Do Models "Understand" Language?Sagnik Ray Choudhury, Anna Rogers, Isabelle Augenstein
2022EAMTMulti3Generation: Multitask, Multilingual, Multimodal Language Generation.Anabela Barreiro, Jos G. C. de Souza, Albert Gatt, Mehul Bhatt, Elena Lloret, Aykut Erdem, Dimitra Gkatzia, Helena Moniz, Irene Russo, Fbio N. Kepler, Iacer Calixto, Marcin Paprzycki, Franois Portet, Isabelle Augenstein, Mirela Alhasani
2022EMNLPModeling Information Change in Science Communication with Semantically Matched Paraphrases.Dustin Wright, Jiaxin Pei, David Jurgens, Isabelle Augenstein
2022EMNLPNeighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings.Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm
2022NAACLA Survey on Stance Detection for Mis- and Disinformation Identification.Momchil Hardalov, Arnav Arora, Preslav Nakov, Isabelle Augenstein
2022NAACLCounterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection.Indira Sen, Mattia Samory, Claudia Wagner, Isabelle Augenstein
2022NAACLSame Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models.Karolina Stanczak, Edoardo M. Ponti, Lucas Torroba Hennigen, Ryan Cotterell, Isabelle Augenstein
2021ACLIs Sparse Attention more Interpretable?Clara Meister, Stefan Lazov, Isabelle Augenstein, Ryan Cotterell
2021ACLCiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding.Dustin Wright, Isabelle Augenstein
2021EACLDoes Typological Blinding Impede Cross-Lingual Sharing?Johannes Bjerva, Isabelle Augenstein
2021EMNLPSemi-Supervised Exaggeration Detection of Health Science Press Releases.Dustin Wright, Isabelle Augenstein
2021EMNLPCross-Domain Label-Adaptive Stance Detection.Momchil Hardalov, Arnav Arora, Preslav Nakov, Isabelle Augenstein
2021EMNLPHow Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?Indira Sen, Mattia Samory, Fabian Flck, Claudia Wagner, Isabelle Augenstein
2021IJCAIMulti-Hop Fact Checking of Political Claims.Wojciech Ostrowski, Arnav Arora, Pepa Atanasova, Isabelle Augenstein
2020AAAIBack to the Future - Temporal Adaptation of Text Representations.Johannes Bjerva, Wouter M. Kouw, Isabelle Augenstein
2020ACL2kenize: Tying Subword Sequences for Chinese Script Conversion.Pranav A, Isabelle Augenstein
2020ACLGenerating Fact Checking Explanations.Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2020EMNLPA Diagnostic Study of Explainability Techniques for Text Classification.Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2020EMNLPGenerating Label Cohesive and Well-Formed Adversarial Claims.Pepa Atanasova, Dustin Wright, Isabelle Augenstein
2020EMNLPSubjQA: A Dataset for Subjectivity and Review Comprehension.Johannes Bjerva, Nikita Bhutani, Behzad Golshan, Wang-Chiew Tan, Isabelle Augenstein
2020EMNLPZero-Shot Cross-Lingual Transfer with Meta Learning.Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, Isabelle Augenstein
2020EMNLPWhat Can We Do to Improve Peer Review in NLP?Anna Rogers, Isabelle Augenstein
2020EMNLPClaim Check-Worthiness Detection as Positive Unlabelled Learning.Dustin Wright, Isabelle Augenstein
2020EMNLPTransformer Based Multi-Source Domain Adaptation.Dustin Wright, Isabelle Augenstein
2020WWWSemantic Textual Similarity of Sentences with Emojis.Alok Debnath, Nikhil Pinnaparaju, Manish Shrivastava, Vasudeva Varma, Isabelle Augenstein
2020UAITX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP.Nils Rethmeier, Vageesh Kumar Saxena, Isabelle Augenstein
2019AAAILatent Multi-Task Architecture Learning.Sebastian Ruder, Joachim Bingel, Isabelle Augenstein, Anders Sgaard
2019ACLUncovering Probabilistic Implications in Typological Knowledge Bases.Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell, Isabelle Augenstein
2019ACLUnsupervised Discovery of Gendered Language through Latent-Variable Modeling.Alexander Miserlis Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Isabelle Augenstein, Ryan Cotterell
2019EMNLPMultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims.Isabelle Augenstein, Christina Lioma, Dongsheng Wang, Lucas Chaves Lima, Casper Hansen, Christian Hansen, Jakob Grue Simonsen
2019NAACLA Probabilistic Generative Model of Linguistic Typology.Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell, Isabelle Augenstein
2019NAACLIssue Framing in Online Discussion Fora.Mareike Hartmann, Tallulah Jansen, Isabelle Augenstein, Anders Sgaard
2019NAACLCombining Sentiment Lexica with a Multi-View Variational Autoencoder.Alexander Miserlis Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Ryan Cotterell, Isabelle Augenstein
2018ACLJack the Reader - A Machine Reading Framework.Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel
2018CoNLLCopenhagen at CoNLL-SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding.Yova Kementchedjhieva, Johannes Bjerva, Isabelle Augenstein
2018EMNLPA strong baseline for question relevancy ranking.Ana Valeria Gonzlez-Garduo, Isabelle Augenstein, Anders Sgaard
2018EMNLPParameter sharing between dependency parsers for related languages.Miryam de Lhoneux, Johannes Bjerva, Isabelle Augenstein, Anders Sgaard
2018EMNLPNightmare at test time: How punctuation prevents parsers from generalizing.Anders Sgaard, Miryam de Lhoneux, Isabelle Augenstein
2018NAACLMulti-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces.Isabelle Augenstein, Sebastian Ruder, Anders Sgaard
2018NAACLFrom Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings.Johannes Bjerva, Isabelle Augenstein
2017ACLMulti-Task Learning of Keyphrase Boundary Classification.Isabelle Augenstein, Anders Sgaard
2017CoNLLA Supervised Approach to Extractive Summarisation of Scientific Papers.Ed Collins, Isabelle Augenstein, Sebastian Riedel
2016EMNLPStance Detection with Bidirectional Conditional Encoding.Isabelle Augenstein, Tim Rocktschel, Andreas Vlachos, Kalina Bontcheva
2016EMNLPNumerically Grounded Language Models for Semantic Error Correction.Georgios P. Spithourakis, Isabelle Augenstein, Sebastian Riedel
2016LRECMonolingual Social Media Datasets for Detecting Contradiction and Entailment.Piroska Lendvai, Isabelle Augenstein, Kalina Bontcheva, Thierry Declerck
2015EMNLPExtracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning.Isabelle Augenstein, Andreas Vlachos, Diana Maynard
2014EKAWRelation Extraction from the Web Using Distant Supervision.Isabelle Augenstein, Diana Maynard, Fabio Ciravegna
2013ACLMining Equivalent Relations from Linked Data.Ziqi Zhang, Anna Lisa Gentile, Isabelle Augenstein, Eva Blomqvist, Fabio Ciravegna