Roth, Benjamin
- Compositional Vector Space Models for Knowledge Base Completion
2015/04/24 by Arvind Neelakantan, Benjamin Roth, Neelakantan, Arvind +3 · 14 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Joint Aspect and Polarity Classification for Aspect-based Sentiment\n Analysis with End-to-End Neural Networks
2018/01/01 by Martin Schmitt, Schmitt, Martin, Simon Steinheber +5 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Topic Modeling
- Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior
2024/07/02 by Pedro Henrique Luz de Araujo, de Araujo, Pedro Henrique Luz, Benjamin Roth +1 · 1 voice · 10 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications #Technology Use by Older Adults
- From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks
2024/09/06 by Andreas Stephan, Dawei Zhu, Stephan, Andreas +7 · 7 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations
- To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
2024/07/24 by Anastasiia Sedova, Robert Litschko, Sedova, Anastasiia +7 · 5 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
2024/06/17 by Vasiliki Kougia, Anastasiia Sedova, Kougia, Vasiliki +7 · 3 citations
Computer Science · #Library Science and Information Systems #Advanced Text Analysis Techniques #Time Series Analysis and Forecasting
- Interpretable Textual Neuron Representations for NLP
2018/09/19 by Nina Poerner, Poerner, Nina, Benjamin Roth +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Interpretable Question Answering on Knowledge Bases and Text
2019/06/26 by Alona Sydorova, Nina Poerner, Sydorova, Alona +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance
2025/08/27 by de Araujo, Pedro Henrique Luz, Röttger, Paul, Hovy, Dirk +1 · 1 voice · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Text-Guided Image Clustering
2024/02/05 by Andreas Stephan, Stephan, Andreas, Lukas Miklautz +11 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Do language models accommodate their users? A study of linguistic convergence
2025/08/05 by Blevins, Terra, Schmalwieser, Susanne, Roth, Benjamin · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text
2024/08/26 by Schoenegger, Loris, Xia, Yuxi, Roth, Benjamin · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)