| 2024 | COLING | Is Gender Reference Gender-specific? Studies in a Polar Domain. | Manfred Klenner, Dylan Massey |
| 2023 | LDK | Sentiment Inference for Gender Profiling. | Manfred Klenner |
| 2022 | LREC | Polar Quantification of Actor Noun Phrases for German. | Anne Ghring, Manfred Klenner |
| 2022 | LREC | Animacy Denoting German Nouns: Annotation and Classification. | Manfred Klenner, Anne Ghring |
| 2017 | CICLING | Verb-Mediated Composition of Attitude Relations Comprising Reader and Writer Perspective. | Manfred Klenner, Simon Clematide, Don Tuggener |
| 2017 | EACL | Stance Detection in Facebook Posts of a German Right-wing Party. | Manfred Klenner, Don Tuggener, Simon Clematide |
| 2016 | LREC | Sentiframes: A Resource for Verb-centered German Sentiment Inference. | Manfred Klenner, Michael Amsler |
| 2013 | RANLP | A Pilot Study on the Semantic Classification of Two German Prepositions: Combining Monolingual and Multilingual Evidence. | Simon Clematide, Manfred Klenner |
| 2012 | LREC | MLSA - A Multi-layered Reference Corpus for German Sentiment Analysis. | Simon Clematide, Stefan Gindl, Manfred Klenner, Stefanos Petrakis, Robert Remus, Josef Ruppenhofer, Ulli Waltinger, Michael Wiegand |
| 2012 | NLDB | Polarity Preference of Verbs: What Could Verbs Reveal about the Polarity of Their Objects? | Manfred Klenner, Stefanos Petrakis |
| 2011 | CoNLL | An Incremental Model for Coreference Resolution with Restrictive Antecedent Accessibility. | Manfred Klenner, Don Tuggener |
| 2011 | RANLP | An Incremental Entity-Mention Model for Coreference Resolution with Restrictive Antecedent Accessibility. | Manfred Klenner, Don Tuggener |
| 2010 | LREC | United we Stand: Improving Sentiment Analysis by Joining Machine Learning and Rule Based Methods. | Vassiliki Rentoumi, Stefanos Petrakis, Manfred Klenner, George A. Vouros, Vangelis Karkaletsis |
| 2009 | ACII | A tool for polarity classification of human affect from panel group texts. | Manfred Klenner, Stefanos Petrakis, Angela Fahrni |
| 2009 | EACL | Optimization in Coreference Resolution is not Needed: A Nearly-Optimal Algorithm with Intensional Constraints. | Manfred Klenner, tienne Ailloud |
| 2009 | RANLP | Robust Compositional Polarity Classification. | Manfred Klenner, Stefanos Petrakis, Angela Fahrni |
| 2007 | ACL | Shallow Dependency Labeling. | Manfred Klenner |
| 2006 | EACL | Grammatical Role Labeling with Integer Linear Programming. | Manfred Klenner |
| 2004 | LREC | Steps Towards Semantically Annotated Language Resources. | Manfred Klenner, Fabio Rinaldi, Michael Hess |
| 1997 | EPIA | Incremental Concept Evolution Based on Adaptive Feature Weighting. | Udo Hahn, Manfred Klenner |
| 1996 | EKAW | A Quality-Based Terminological Reasoning Model for Text Knowledge Acquisition. | Udo Hahn, Manfred Klenner, Klemens Schnattinger |
| 1995 | EPIA | Terminological Meta-Reasoning by Reification and Multiple Contexts. | Klemens Schnattinger, Udo Hahn, Manfred Klenner |
| 1995 | IJCAI | Learning from texts - a terminological metareasoning perspective. | Udo Hahn, Manfred Klenner, Klemens Schnattinger |
| 1995 | KI | Quality-Based Terminological Reasoning for Concept Learning. | Klemens Schnattinger, Udo Hahn, Manfred Klenner |
| 1994 | DEXA | Tracking the Evolution of Concepts in Dynamic Worlds. | Udo Hahn, Manfred Klenner |
| 1994 | ECAI | Concept Versioning: A Methodology for Tracking Evolutionary Concept Drift in Dynamic Concept Systems. | Manfred Klenner, Udo Hahn |