günter neumann

Publications (full list here)

  • Stalin Varanasi, Saadullah Amin and Günter Neumann (2021) AutoEQA: Auto-Encoding Questions for Extractive Question Answering, The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP-2021), Nov. 2021.
  • Saadullah Amin and Günter Neumann (2021) T2NER: Transformers based Transfer Learning Framework for Name Entity Recognition, The 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL), demo session, 2021.
  • Ekaterina Loginova, Stalin Varanasi and Günter Neumann (2021) Towards End-to-End Multilingual Question Answering . In Journal Information Systems Frontiers, 23(1): 227-241 (2021).
  • Stalin Varanasi, Saadullah Amin, and Günter Neumann (2020) CopyBERT: A Unified Approach to Question Generation with Self-Attention NLP for Conversational AI - Proceedings of the 2nd Workshop, ACL workshop, 2020.
  • Saadullah Amin, Stalin Varanasi, Katherine Dunfield and Günter Neumann (2020) LowFER: Low-rank Bilinear Pooling for Link Prediction. Proceedings of the 37th International Conference on Machine Learning (ICML-2020), 2020.
  • Saadullah Amin, Katherine Dunfield, Anna Vechkaeva and Günter Neumann (2020) A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction . In Proceedings of BioNLP-2020 at ACL-2020.
  • Dominik Stammbach and Günter Neumann (2019) Team DOMLIN: Exploiting Evidence Enhancement for the FEVER Shared Task. In Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER), EMNLP workshop, 2019.
  • Saadullah Amin, Günter Neumann, Katherine Dunfield, Anna Vechkaeva, Kathryn Annette Chapman, and Morgan Kelly Wixted (2019) MLT-DFKI at CLEF eHealth 2019: Multi-label Classification of ICD-10 Codes with BERT. In working notes of CLEF eHealth, 2019.
  • Alejandro Figueroa, Carlos Gómez-Pantoja, and Günter Neumann (2019) Integrating heterogeneous sources for predicting question temporal anchors across Yahoo! Answers. In journal Information Fusion, Volume 50, October 2019, Pages 112-125.
  • Ekaterina Loginova and Günter Neumann (2018) An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM. In proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP-2018, October 31 – November 4, Brussels, Belgium, 2018.
  • Georg Heigold, Stalin Varanasi, Günter Neumann and Josef van Genabith (2018) How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?. In proceedings of AMTA, March.
  • Georg Heigold, Günter Neumann and Josef van Genabith (2017) An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages. In proceedings of EACL, 2017.
  • Alejandro Figueroa and Günter Neumann (2016) Context-Aware Semantic Classification of Search Queries for Browsing Community Question-Answering Archives. In Journal Knowledge-Based Systems, Volume 96, pp. 1-13, March, 2016.
  • Bernardo Magnini, Roberto Zanoli, Ido Dagan, Kathrin Eichler, Günter Neumann, Tae-Gil Noh, Sebastian Pado, Asher Stern, Omer Levy (2014) The Excitement Open Platform for Textual Inferences. The 52nd Annual Meeting of the Association for Computational Linguistics (ACL-2014), demo paper, Baltimore, USA, 2014.
  • Alejandro Figueroa and Günter Neumann (2013) Learning to Rank Effective Paraphrases from Query Logs for Community Question Answering. Twenty Seventh Association for Advancement of Artificial Intelligence Conference (AAAI 2013), Bellevue, Washington, July, 2013.
  • Günter Neumann and Sven Schmeier (2011) A Mobile Touchable Application for Online Topic Graph Extraction and Exploration of Web Content. The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL).
  • Alexander Volokh and Günter Neumann (2011) Automatic Detection and Correction of Errors in Dependency Treebanks. The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL).
  • Alejandro Figueroa, Günter Neumann and John Atkinson (2009) Searching for Definitional Answers on the Web using Surface Patterns. Journal IEEE Computer volume 42 number 4, Pages 68-76, IEEE, 4/2009.
  • Günter Neumann (2008) A Computational Linguistics Perspective on the Anticipatory Drive. Commentary on the target article by Martin V. Butz. Journal Constructivist Foundations, November 2008, Vol. 4., No. 1, 26-28.
  • Alejandro Figueroa and Günter Neumann (2008) Genetic Algorithms for data-driven Web Question Answering. (Draft version) Journal Evolutionary Computation, Spring 2008, Vol. 16, No. 1: 127–147.
  • Rui Wang and Günter Neumann(2007) Recognizing Textual Entailment Using a Subsequence Kernel Method. Association for the Advancement of Artificial Intelligence (AAAI), Vancouver, Canada.