| 2023 | ACL | Regression-Free Model Updates for Spoken Language Understanding. | Andrea Caciolai, Verena Weber, Tobias Falke, Alessandro Pedrani, Davide Bernardi |
| 2023 | ACL | Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. | Jonathan J. Hser, Judith Gaspers, Thomas Gueudr, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev |
| 2023 | ACL | Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models. | Saleh Soltan, Andy Rosenbaum, Tobias Falke, Qin Lu, Anna Rumshisky, Wael Hamza |
| 2021 | EMNLP | Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding. | Tobias Falke, Patrick Lehnen |
| 2020 | COLING | Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances. | Tobias Falke, Markus Boese, Daniil Sorokin, Caglar Tirkaz, Patrick Lehnen |
| 2020 | COLING | Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems. | Shailza Jolly, Tobias Falke, Caglar Tirkaz, Daniil Sorokin |
| 2019 | ACL | Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference. | Tobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, Ido Dagan, Iryna Gurevych |
| 2019 | NAACL | Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization. | Tobias Falke, Iryna Gurevych |
| 2017 | EMNLP | Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps. | Tobias Falke, Iryna Gurevych |
| 2017 | EMNLP | GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques. | Tobias Falke, Iryna Gurevych |
| 2017 | IJCNLP | Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization. | Tobias Falke, Christian M. Meyer, Iryna Gurevych |
| 2016 | EMNLP | Porting an Open Information Extraction System from English to German. | Tobias Falke, Gabriel Stanovsky, Iryna Gurevych, Ido Dagan |
| 2016 | FlAIRS | Minimal Tolerance Pairs for System Z-Like Ranking Functions for First-Order Conditional Knowledge Bases. | Christoph Beierle, Tobias Falke, Steven Kutsch, Gabriele Kern-Isberner |