| 2026 | ACL | Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations. | Pingjun Hong, Beiduo Chen, Siyao Peng, Marie-Catherine de Marneffe, Benjamin Roth, Barbara Plank |
| 2026 | ACL | Compact Example-Based Explanations for Language Models. | Loris Schoenegger, Benjamin Roth |
| 2026 | EACL | Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions. | Pedro Henrique Luz de Araujo, Michael A. Hedderich, Ali Modarressi, Hinrich Schtze, Benjamin Roth |
| 2026 | EACL | Do language models accommodate their users? A study of linguistic convergence. | Terra Blevins, Susanne Sophie Schmalwieser, Benjamin Roth |
| 2026 | EACL | Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis. | Yuxi Xia, Kinga Stanczak, Benjamin Roth |
| 2026 | ECIR | Influential Training Data Retrieval for Explaining Verbalized Confidence of LLMs. | Yuxi Xia, Loris Schoenegger, Benjamin Roth |
| 2025 | ACL | Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles. | Yuxi Xia, Pedro Henrique Luz de Araujo, Klim Zaporojets, Benjamin Roth |
| 2025 | EMNLP | Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance. | Pedro Henrique Luz de Araujo, Paul Rttger, Dirk Hovy, Benjamin Roth |
| 2024 | EACL | Text-Guided Image Clustering. | Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth |
| 2024 | EACL | Counterfactual Reasoning with Knowledge Graph Embeddings. | Lena Zellinger, Andreas Stephan, Benjamin Roth |
| 2024 | EMNLP | Functionality learning through specification instructions. | Pedro Henrique Luz de Araujo, Benjamin Roth |
| 2024 | EMNLP | To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity. | Anastasiia Sedova, Robert Litschko, Diego Frassinelli, Benjamin Roth, Barbara Plank |
| 2024 | WWW | The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods. | Peter Dolog, Ylli Sadikaj, Yllka Velaj, Andreas Stephan, Benjamin Roth, Claudia Plant |
| 2023 | ACL | ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion. | Anastasiia Sedova, Benjamin Roth |
| 2023 | EMNLP | Seeing through the mess: evolutionary dynamics of lexical polysemy. | Andreas Baumann, Andreas Stephan, Benjamin Roth |
| 2023 | EMNLP | ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision. | Anastasiia Sedova, Benjamin Roth |
| 2023 | ICDAR | MemeGraphs: Linking Memes to Knowledge Graphs. | Vasiliki Kougia, Simon Fetzel, Thomas Kirchmair, Erion ano, Sina Moayed Baharlou, Sahand Sharifzadeh, Benjamin Roth |
| 2022 | EMNLP | SepLL: Separating Latent Class Labels from Weak Supervision Noise. | Andreas Stephan, Vasiliki Kougia, Benjamin Roth |
| 2021 | EMNLP | KnowMAN: Weakly Supervised Multinomial Adversarial Networks. | Luisa Mrz, Ehsaneddin Asgari, Fabienne Braune, Franziska Zimmermann, Benjamin Roth |
| 2021 | ICDAR | Data Centric Domain Adaptation for Historical Text with OCR Errors. | Luisa Mrz, Stefan Schweter, Nina Prner, Benjamin Roth, Hinrich Schtze |
| 2020 | LREC | UniSent: Universal Adaptable Sentiment Lexica for 1000+ Languages. | Ehsaneddin Asgari, Fabienne Braune, Benjamin Roth, Christoph Ringlstetter, Mohammad R. K. Mofrad |
| 2020 | LREC | Dirichlet-Smoothed Word Embeddings for Low-Resource Settings. | Jakob Jungmaier, Nora Kassner, Benjamin Roth |
| 2020 | LREC | Intent Recognition in Doctor-Patient Interviews. | Robin Rojowiec, Benjamin Roth, Maximilian Fink |
| 2019 | ACL | Interpretable Question Answering on Knowledge Bases and Text. | Alona Sydorova, Nina Prner, Benjamin Roth |
| 2019 | NAACL | Domain adaptation for part-of-speech tagging of noisy user-generated text. | Luisa Mrz, Dietrich Trautmann, Benjamin Roth |
| 2019 | VR | EPICSAVE Lifesaving Decisions - a Collaborative VR Training Game Sketch for Paramedics. | Jonas Schild, Leonard Flock, Patrick Martens, Benjamin Roth, Niklas Schnernann, Eduard Heller, Sebastian Misztal |
| 2018 | ACL | Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. | Nina Prner, Hinrich Schtze, Benjamin Roth |
| 2018 | EMNLP | Interpretable Textual Neuron Representations for NLP. | Nina Prner, Benjamin Roth, Hinrich Schtze |
| 2018 | EMNLP | Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks. | Martin Schmitt, Simon Steinheber, Konrad Schreiber, Benjamin Roth |
| 2018 | NAACL | Joint Bootstrapping Machines for High Confidence Relation Extraction. | Pankaj Gupta, Benjamin Roth, Hinrich Schtze |
| 2018 | VR | Applying Multi-User Virtual Reality to Collaborative Medical Training. | Jonas Schild, Sebastian Misztal, Benjamin Roth, Leonard Flock, Thomas Luiz, Dieter Lerner, Markus Herkersdorf, Konstantin Wegner, Markus Neuberaer, Andreas Franke, Claus Kemp, Johannes Pranqhofer, Sven Seele, Helmut Buhler, Rainer Herpers |
| 2017 | IJCNLP | Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features. | Marc Schulder, Michael Wiegand, Josef Ruppenhofer, Benjamin Roth |
| 2016 | ECIR | Finding Relevant Relations in Relevant Documents. | Michael Schuhmacher, Benjamin Roth, Simone Paolo Ponzetto, Laura Dietz |
| 2016 | NAACL | Comparing Convolutional Neural Networks to Traditional Models for Slot Filling. | Heike Adel, Benjamin Roth, Hinrich Schtze |
| 2016 | NAACL | Multilingual Relation Extraction using Compositional Universal Schema. | Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, Andrew McCallum |
| 2015 | ACL | Compositional Vector Space Models for Knowledge Base Completion. | Arvind Neelakantan, Benjamin Roth, Andrew McCallum |
| 2015 | NLDB | Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization. | Michael Wiegand, Benjamin Roth, Dietrich Klakow |
| 2014 | EACL | Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns. | Jens Illig, Benjamin Roth, Dietrich Klakow |
| 2014 | EACL | RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population. | Benjamin Roth, Tassilo Barth, Grzegorz Chrupala, Martin Gropp, Dietrich Klakow |
| 2014 | EACL | Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction. | Michael Wiegand, Benjamin Roth, Dietrich Klakow |
| 2013 | CIKM | A survey of noise reduction methods for distant supervision. | Benjamin Roth, Tassilo Barth, Michael Wiegand, Dietrich Klakow |
| 2013 | CIKM | Feature-based models for improving the quality of noisy training data for relation extraction. | Benjamin Roth, Dietrich Klakow |
| 2013 | EMNLP | Combining Generative and Discriminative Model Scores for Distant Supervision. | Benjamin Roth, Dietrich Klakow |
| 2012 | LREC | A Gold Standard for Relation Extraction in the Food Domain. | Michael Wiegand, Benjamin Roth, Eva Lasarcyk, Stephanie Kser, Dietrich Klakow |
| 2012 | NLDB | Web-Based Relation Extraction for the Food Domain. | Michael Wiegand, Benjamin Roth, Dietrich Klakow |
| 2010 | ACL | Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection. | Linlin Li, Benjamin Roth, Caroline Sporleder |
| 2010 | ACL | A survey on the role of negation in sentiment analysis. | Michael Wiegand, Alexandra Balahur, Benjamin Roth, Dietrich Klakow, Andrs Montoyo |
| 2010 | AMTA | Machine Translation Using Overlapping Alignments and SampleRank. | Benjamin Roth, Andrew McCallum, Marc Dymetman, Nicola Cancedda |
| 2010 | SIGIR | Cross-language retrieval using link-based language models. | Benjamin Roth, Dietrich Klakow |