🧑‍🔬 Isabelle Augenstein — all works

30 works · ← Isabelle Augenstein

1. Stance Detection with Bidirectional Conditional EncodingConference on Empirical Methods in Natural Language Processing (EMNLP)Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, et al.2016 · 522 citations
2. SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific PublicationsInternational Workshop on Semantic Evaluation (SemEval)Isabelle Augenstein, Mrinal Das, Sebastian Riedel, et al.2017 · 437 citations
3. emoji2vec: Learning Emoji Representations from their DescriptionInternational Workshop on Natural Language Processing for Social MediaBen Eisner, Tim Rocktäschel, Isabelle Augenstein, et al.2016 · 360 citations
4. MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of ClaimsConference on Empirical Methods in Natural Language Processing (EMNLP)Isabelle Augenstein, Christina Lioma, Dongsheng Wang, et al.2019 · 319 citations
5. A Diagnostic Study of Explainability Techniques for Text ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 274 citations
6. Factuality Challenges in the Era of Large Language ModelsNature Machine IntelligenceIsabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.2023 · 243 citations
7. A simple but tough-to-beat baseline for the Fake News Challenge stance detection task ↗arXiv:1707.03264 · no summary yetBenjamin Riedel et al.2017 · 242 citations
8. Generating Fact Checking ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2020 · 220 citations
9. A Survey on Stance Detection for Mis- and Disinformation IdentificationFindings of the Association for Computational LinguisticsMomchil Hardalov, Arnav Arora, Preslav Nakov, et al.2022 · 188 citations
10. Zero-Shot Cross-Lingual Transfer with Meta LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, et al.2020 · 171 citations
11. Probing Pre-Trained Language Models for Cross-Cultural Differences in ValuesWorkshop on Cross-Cultural Considerations in NLPArnav Arora, Lucie-aimée Kaffee, Isabelle Augenstein2023 · 156 citations
12. A Supervised Approach to Extractive Summarisation of Scientific Papers ↗Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yetEd Collins, Isabelle Augenstein, Sebastian Riedel2017 · 138 citations
13. Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetMalte Ostendorff et al.2022 · 116 citations
14. Multi-Task Learning of Keyphrase Boundary Classification ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetIsabelle Augenstein, Anders Søgaard2017 · 108 citations
15. Survey of Cultural Awareness in Language Models: Text and BeyondComputational LinguisticsSiddhesh Pawar, Junyeong Park, Jiho Jin, et al.2025 · 106 citations
16. Inducing Language-Agnostic Multilingual Representations ↗Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics · no summary yetWei Zhao et al.2021 · 98 citations
17. Faithfulness Tests for Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, et al.2023 · 96 citations
18. Cross-Domain Label-Adaptive Stance DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Momchil Hardalov, Arnav Arora, Preslav Nakov, et al.2021 · 96 citations
19. What Do Language Representations Really Represent?Computational LinguisticsJohannes Bjerva, Robert Östling, Maria Han Veiga, et al.2019 · 48 citations
20. Fact Checking with Insufficient EvidenceTransactions of the Association for Computational Linguistics (TACL)Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, et al.2022 · 46 citations
21. From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetJohannes Bjerva, Isabelle Augenstein2018 · 38 citations
22. Specializing Large Language Models to Simulate Survey Response Distributions for Global PopulationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yong Cao, Haijiang Liu, Arnav Arora, et al.2025 · 23 citations
23. Topic-Guided Sampling For Data-Efficient Multi-Domain Stance DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Erik Arakelyan, Arnav Arora, Isabelle Augenstein2023 · 19 citations
24. Modeling Information Change in Science Communication with Semantically Matched Paraphrases ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetDustin Wright et al.2022 · 17 citations
25. A Reality Check on Context Utilisation for Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Lovisa Hagström, Sara Vera Marjanovic, Haeun Yu, et al.2025 · 13 citations
26. Explainability and Interpretability of Multilingual Large Language Models: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Lucas Resck, Isabelle Augenstein, Anna Korhonen2025 · 11 citations
27. Explaining Sources of Uncertainty in Automated Fact-CheckingAnnual Meeting of the Association for Computational Linguistics (ACL)Jingyi Sun, Greta Warren, Irina Shklovski, et al.2026 · 3 citations
28. Stress Testing Factual Consistency Metrics for Long-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Zain Muhammad Mujahid, Dustin Wright, Isabelle Augenstein2026 · 3 citations
29. Analysing Differences in Persuasive Language in LLM-Generated Text: Uncovering Stereotypical Gender PatternsFindings of the Association for Computational LinguisticsAmalie Brogaard Pauli, Maria Barrett, Max Müller-Eberstein, et al.2026
30. Reliable Evaluation Protocol for Low-Precision Retrieval ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetKisu Yang et al.2026

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