Isabelle Augenstein
- Factuality Challenges in the Era of Large Language Models
2023/10/08 by Isabelle Augenstein, Augenstein, Isabelle, Timothy Baldwin +33 · 35 citations
Computer Science · Medicine · Social Sciences · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
- Factuality challenges in the era of large language models and opportunities for fact-checking
2024/08/22 by Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha +19 · 1 voice · 30 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Misinformation and Its Impacts #Topic Modeling
- MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact\n Checking of Claims
2019/09/07 by Isabelle Augenstein, Christina Lioma, Augenstein, Isabelle +11 · 11 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining #Topic Modeling
- Probing Pre-Trained Language Models for Cross-Cultural Differences in Values
2022/03/25 by Arnav Arora, Lucie-Aimée Kaffee, Arora, Arnav +3 · 12 citations
Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Educator Training and Historical Pedagogy #FOS: Computer and information sciences #Social Media and Politics
- Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
2022/02/14 by Malte Ostendorff, Ostendorff, Malte, Nils Rethmeier +7 · 11 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
2023/11/15 by Yuxia Wang, Wang, Yuxia, Revanth Gangi Reddy +23 · 14 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Data Quality and Management #Advanced Data Storage Technologies
- Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking
2025/02/13 by Greta Warren, Irina Shklovski, Isabelle Augenstein · 2 voices · 15 citations
Social Sciences · Computer Science · #Misinformation and Its Impacts #Explainable Artificial Intelligence (XAI) #Topic Modeling
- A simple but tough-to-beat baseline for the Fake News Challenge stance detection task
2017/07/11 by Benjamin Riedel, Isabelle Augenstein, Riedel, Benjamin +5 · 10 citations
Computer Science · Social Sciences · #Topic Modeling #Misinformation and Its Impacts #Anomaly Detection Techniques and Applications
- Generating Fact Checking Explanations
2020/04/13 by Pepa Atanasova, Atanasova, Pepa, Jakob Grue Simonsen +5 · 7 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language
2024/06/25 by Amalie Brogaard Pauli, Pauli, Amalie Brogaard, Isabelle Augenstein +3 · 2 voices · 9 citations
Computer Science · Social Sciences · #Misinformation and Its Impacts #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
- Can Community Notes Replace Professional Fact-Checkers?
2025/02/19 by Nadav Borenstein, Greta Warren, Borenstein, Nadav +5 · 2 voices · 7 citations
Computer Science · Psychology · #Mental Health via Writing #Topic Modeling #cs.AI #cs.CL
- Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations
2025/02/10 by Yong Cao, Cao, Yong, Haijiang Liu +9 · 1 voice · 16 citations
Social Sciences · #Survey Methodology and Nonresponse
- A Survey on Gender Bias in Natural Language Processing
2021/12/28 by Karolina Stańczak, Stanczak, Karolina, Isabelle Augenstein +1 · 7 citations
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Gender Studies in Language
- Generating Scientific Claims for Zero-Shot Scientific Fact Checking
2022/03/24 by Dustin Wright, David Wadden, Wright, Dustin +11 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Primer on Contrastive Pretraining in Language Processing: Methods,\n Lessons Learned and Perspectives
2021/02/25 by Nils Rethmeier, Rethmeier, Nils, Isabelle Augenstein +1 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Understanding Fine-grained Distortions in Reports of Scientific Findings
2024/02/19 by Amelie Wührl, Dustin Wright, Wührl, Amelie +5 · 5 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
- People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection
2023/11/02 by Indira Sen, Sen, Indira, Dennis Assenmacher +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Text Readability and Simplification #Topic Modeling
- PHD: Pixel-Based Language Modeling of Historical Documents
2023/10/22 by Nadav Borenstein, Phillip Rust, Borenstein, Nadav +5 · 3 citations
Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
- Community Moderation and the New Epistemology of Fact Checking on Social Media
2025/05/26 by Isabelle Augenstein, Michiel A. Bakker, Michiel Bakker +31 · 2 voices · 6 citations
Computer Science · #Hate Speech and Cyberbullying Detection
- Multi-Modal Framing Analysis of News
2025/03/26 by Arnav Arora, Srishti Yadav, Arora, Arnav +7 · 3 voices · 2 citations
Social Sciences · #Computational and Text Analysis Methods
- Epistemic Diversity and Knowledge Collapse in Large Language Models
2025/10/05 by Dustin Wright, Sarah Masud, Wright, Dustin +13 · 1 voice · 5 citations
#cs.CL #cs.AI #cs.CY #cs.IR #cs.LG
- Revealing Fine-Grained Values and Opinions in Large Language Models
2024/06/27 by Dustin Wright, Arnav Arora, Wright, Dustin +9 · 1 voice · 2 citations
#cs.CL #cs.CY #cs.LG
- What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages
2024/06/06 by Nadav Borenstein, Borenstein, Nadav, Anej Svete +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- A Reality Check on Context Utilisation for Retrieval-Augmented Generation
2024/12/22 by Lovisa Hagström, Sara Vera Marjanović, Hagström, Lovisa +13 · 1 voice · 3 citations
#cs.CL #cs.AI
- Generating Label Cohesive and Well-Formed Adversarial Claims
2020/09/17 by Pepa Atanasova, Dustin Wright, Atanasova, Pepa +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Diagnostics-Guided Explanation Generation
2021/09/08 by Pepa Atanasova, Jakob Grue Simonsen, Atanasova, Pepa +5 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
- Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods
2024/04/29 by Haeun Yu, Yu, Haeun, Pepa Atanasova +3 · 3 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques
- TempEL: Linking Dynamically Evolving and Newly Emerging Entities
2023/02/05 by Klim Zaporojets, Zaporojets, Klim, Lucie-Aimée Kaffee +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- Investigating Human Values in Online Communities
2024/02/21 by Nadav Borenstein, Borenstein, Nadav, Arnav Arora +5 · 1 voice · 1 citation
#cs.SI #cs.CY
- Investigating the Impact of Model Instability on Explanations and Uncertainty
2024/02/20 by Sara Vera Marjanović, Isabelle Augenstein, Marjanović, Sara Vera +3 · 1 citation
Computer Science · Decision Sciences · #Software Engineering Research #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management
- Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions
2023/10/09 by Lucie-Aimée Kaffee, Kaffee, Lucie-Aimée, Arnav Arora +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Cancer-related gene regulation #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Wikis in Education and Collaboration
- Efficiency and Effectiveness of LLM-Based Summarization of Evidence in Crowdsourced Fact-Checking
2025/01/30 by Kevin Roitero, Dustin Wright, Michael Soprano +2 · 1 voice · 1 citation
Social Sciences · Computer Science · #Misinformation and Its Impacts #Topic Modeling #Spam and Phishing Detection
- The Causal Influence of Grammatical Gender on Distributional Semantics
2023/11/30 by Karolina Stańczak, Kevin Du, Stańczak, Karolina +7 · 1 citation
Arts and Humanities · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gender Studies in Language #Language and cultural evolution #Language, Discourse, Communication Strategies
- Entangled in Representations: Mechanistic Investigation of Cultural Biases in Large Language Models
2025/08/12 by Haeun Yu, Yu, Haeun, Seokhwan Jeong +14 · 1 voice · 2 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods #Topic Modeling #cs.AI #cs.CL
- Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework
2024/06/21 by Jingyi Sun, Pepa Atanasova, Sun, Jingyi +3 · 2 voices · 1 citation
Computer Science · #Face and Expression Recognition #cs.CL
- Unstructured Evidence Attribution for Long Context Query Focused Summarization
2025/02/20 by Dustin Wright, Zain Muhammad Mujahid, Wright, Dustin +7 · 1 voice · 2 citations
#cs.CL #cs.IR
- Expanding Computation Spaces of LLMs at Inference Time
2025/09/29 by Kisu Yang, Jang, Yoonna, Yang, Kisu +2 · 1 citation
Computer Science · #Natural Language Processing Techniques #Machine Learning and Algorithms #Model-Driven Software Engineering Techniques
- BiasGym: A Simple and Generalizable Framework for Analyzing and Removing Biases through Elicitation
2025/08/12 by Sekh Mainul Islam, Nadav Borenstein, Islam, Sekh Mainul +9 · 1 voice · 1 citation
#cs.CL #cs.AI #cs.LG
- Graph-Guided Textual Explanation Generation Framework
2024/12/16 by Shuzhou Yuan, Yuan, Shuzhou, Jingyi Sun +11 · 1 voice · 1 citation
#cs.CL