| 2014 | COLING | Lyrics-based Analysis and Classification of Music. | Michael Fell, Caroline Sporleder |
| 2013 | ACL | A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations. | Angeliki Lazaridou, Ivan Titov, Caroline Sporleder |
| 2012 | LREC | Evaluating Machine Reading Systems through Comprehension Tests. | Anselmo Peas, Eduard H. Hovy, Pamela Forner, lvaro Rodrigo, Richard F. E. Sutcliffe, Corina Forascu, Caroline Sporleder |
| 2011 | IJCNLP | Enhancing Active Learning for Semantic Role Labeling via Compressed Dependency Trees. | Chenhua Chen, Alexis Palmer, Caroline Sporleder |
| 2011 | RANLP | Robust Semantic Analysis for Unseen Data in FrameNet. | Alexis Palmer, Afra Alishahi, Caroline Sporleder |
| 2011 | RANLP | In Search of Missing Arguments: A Linguistic Approach. | Josef Ruppenhofer, Philip Gorinski, Caroline Sporleder |
| 2010 | ACL | Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection. | Linlin Li, Benjamin Roth, Caroline Sporleder |
| 2010 | COLING | Linguistic Cues for Distinguishing Literal and Non-Literal Usages. | Linlin Li, Caroline Sporleder |
| 2010 | COLING | Evaluating FrameNet-style semantic parsing: the role of coverage gaps in FrameNet. | Alexis Palmer, Caroline Sporleder |
| 2010 | LREC | Speaker Attribution in Cabinet Protocols. | Josef Ruppenhofer, Caroline Sporleder, Fabian Shirokov |
| 2010 | LREC | Idioms in Context: The IDIX Corpus. | Caroline Sporleder, Linlin Li, Philip Gorinski, Xaver Koch |
| 2010 | LREC | Constructing a Textual Semantic Relation Corpus Using a Discourse Treebank. | Rui Wang, Caroline Sporleder |
| 2010 | NAACL | Using Gaussian Mixture Models to Detect Figurative Language in Context. | Linlin Li, Caroline Sporleder |
| 2009 | EACL | Unsupervised Recognition of Literal and Non-Literal Use of Idiomatic Expressions. | Caroline Sporleder, Linlin Li |
| 2009 | EMNLP | Classifier Combination for Contextual Idiom Detection Without Labelled Data. | Linlin Li, Caroline Sporleder |
| 2009 | NAACL | SemEval-2010 Task 10: Linking Events and Their Participants in Discourse. | Josef Ruppenhofer, Caroline Sporleder, Roser Morante, Collin Baker, Martha Palmer |
| 2008 | COLING | Semantic Role Assignment for Event Nominalisations by Leveraging Verbal Data. | Sebastian Pad, Marco Pennacchiotti, Caroline Sporleder |
| 2007 | EMNLP | Bootstrapping Information Extraction from Field Books. | Sander Canisius, Caroline Sporleder |
| 2006 | LREC | Identifying Named Entities in Text Databases from the Natural History Domain. | Caroline Sporleder, Marieke van Erp, Tijn Porcelijn, Antal van den Bosch, Pim Arntzen |
| 2005 | NAACL | Discourse Chunking and its Application to Sentence Compression. | Caroline Sporleder, Mirella Lapata |
| 2004 | COLING | Combining Hierarchical Clustering and Machine Learning to Predict High-Level Discourse Structure. | Caroline Sporleder, Alex Lascarides |
| 2004 | EMNLP | Automatic Paragraph Identification: A Study across Languages and Domains. | Caroline Sporleder, Mirella Lapata |