| 2017 | EACL | Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models. | Gabriel Stanovsky, Daniel Gruhl, Pablo N. Mendes |
| 2016 | AAAI | Symbiotic Cognitive Computing through Iteratively Supervised Lexicon Induction. | Alfredo Alba, Clemens Drews, Daniel Gruhl, Neal Lewis, Pablo N. Mendes, Meenakshi Nagarajan, Steve Welch, Anni Coden, Ashequl Qadir |
| 2016 | LREC | Evaluating Entity Linking: An Analysis of Current Benchmark Datasets and a Roadmap for Doing a Better Job. | Marieke van Erp, Pablo N. Mendes, Heiko Paulheim, Filip Ilievski, Julien Plu, Giuseppe Rizzo, Jrg Waitelonis |
| 2015 | AAAI | Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length. | Ashequl Qadir, Pablo N. Mendes, Daniel Gruhl, Neal Lewis |
| 2014 | WISE | Sonora: A Prescriptive Model for Message Authoring on Twitter. | Pablo N. Mendes, Daniel Gruhl, Clemens Drews, Chris Kau, Neal Lewis, Meena Nagarajan, Alfredo Alba, Steve Welch |
| 2012 | CIKM | Measuring website similarity using an entity-aware click graph. | Pablo N. Mendes, Peter Mika, Hugo Zaragoza, Roi Blanco |
| 2012 | EDBT | Sieve: linked data quality assessment and fusion. | Pablo N. Mendes, Hannes Mhleisen, Christian Bizer |
| 2012 | LREC | Evaluating the Impact of Phrase Recognition on Concept Tagging. | Pablo N. Mendes, Joachim Daiber, Rohana K. Rajapakse, Felix Sasaki, Christian Bizer |
| 2012 | LREC | DBpedia: A Multilingual Cross-domain Knowledge Base. | Pablo N. Mendes, Max Jakob, Christian Bizer |
| 2012 | WWW | Round-trip semantics with sztakipedia and DBpedia spotlight. | Mihly Hder, Pablo N. Mendes |
| 2008 | EKAW | Unsupervised Discovery of Compound Entities for Relationship Extraction. | Cartic Ramakrishnan, Pablo N. Mendes, Shaojun Wang, Amit P. Sheth |