Shutova, Ekaterina
- The language of prompting: What linguistic properties make a prompt successful?
2023/11/03 by Leidinger, Alina, van Rooij, Robert, Shutova, Ekaterina · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Metaphor Understanding Challenge Dataset for LLMs
2024/03/18 by Xiaoyu Tong, Tong, Xiaoyu, Rochelle Choenni +5 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning
2024/07/09 by Ekaterina Shutova, Crosbie, Joy, Shutova, Ekaterina · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Teaching and Learning Programming
- What's the Meaning of Superhuman Performance in Today's NLU?
2023/05/15 by Tedeschi, Simone, Bos, Johan, Declerck, Thierry +9 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Modeling Language Variation and Universals: A Survey on Typological\n Linguistics for Natural Language Processing
2018/07/02 by Edoardo Maria Ponti, Ponti, Edoardo Maria, Helen O’Horan +13 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Do large language models solve verbal analogies like children do?
2023/10/31 by Claire E. Stevenson, Mathilde ter Veen, Stevenson, Claire E. +7 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Tackling Online Abuse: A Survey of Automated Abuse Detection Methods
2019/08/13 by Pushkar Mishra, Mishra, Pushkar, Helen Yannakoudakis +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Spam and Phishing Detection
- Graph-based Modeling of Online Communities for Fake News Detection
2020/08/14 by Chandra, Shantanu, Mishra, Pushkar, Yannakoudakis, Helen +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks
2023/11/14 by Choenni, Rochelle, Shutova, Ekaterina, Garrette, Dan · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Probing LLMs for Joint Encoding of Linguistic Categories
2023/10/28 by Starace, Giulio, Papakostas, Konstantinos, Choenni, Rochelle +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Joint Modelling of Emotion and Abusive Language Detection
2020/05/28 by Rajamanickam, Santhosh, Mishra, Pushkar, Yannakoudakis, Helen +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Are LLMs classical or nonmonotonic reasoners? Lessons from generics
2024/06/05 by Alina Leidinger, Leidinger, Alina, Robert van Rooij +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective
2024/11/27 by Zhang Zhi, Zhang, Zhi, Jiayi Shen +13 · 3 citations
Psychology · #Psychological and Educational Research Studies
- Ruddit: Norms of Offensiveness for English Reddit Comments
2021/06/10 by Hada, Rishav, Sudhir, Sohi, Mishra, Pushkar +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Learning New Tasks from a Few Examples with Soft-Label Prototypes
2022/10/31 by Singh, Avyav Kumar, Shutova, Ekaterina, Yannakoudakis, Helen · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scientific and Creative Analogies in Pretrained Language Models
2022/11/28 by Tamara Czinczoll, Helen Yannakoudakis, Czinczoll, Tamara +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning
2024/08/29 by Choenni, Rochelle, Shutova, Ekaterina · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning
2023/05/22 by Rochelle Choenni, Dan Garrette, Choenni, Rochelle +3 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Abusive Language Detection with Graph Convolutional Networks
2019/04/05 by Pushkar Mishra, Marco Del Tredici, Mishra, Pushkar +5 · 1 citation
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Social Media and Politics #Spam and Phishing Detection
- The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning
2024/05/21 by Choenni, Rochelle, Lauscher, Anne, Shutova, Ekaterina · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Evaluation of Cultural Competence of Vision-Language Models
2025/05/28 by Srishti Yadav, Lauren Tilton, Yadav, Srishti +23 · 1 voice · 1 citation
#cs.CV #cs.CL
- On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations?
2024/06/20 by Rochelle Choenni, Choenni, Rochelle, Sara Rajaee +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- A framework for annotating and modelling intentions behind metaphor use
2024/07/04 by Michelli, Gianluca, Tong, Xiaoyu, Shutova, Ekaterina · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences