Felix A. Gers

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 23

Top Topics

Video Endoscopy

Answer Questions

Information Extraction Systems

Top Venues

Publications

Paul Grundmann, Tom Oberhauser, Felix A. Gers, Alexander Löser
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction. COLING (2022)
Betty van Aken, Jens-Michalis Papaioannou, Marcel G. Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. CoRR (2022)
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
Cross-Lingual Knowledge Transfer for Clinical Phenotyping. LREC (2022)
Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. AACL/IJCNLP (1) (2022)
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
Cross-Lingual Knowledge Transfer for Clinical Phenotyping. CoRR (2022)
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. EACL (2021)
Jens-Michalis Papaioannou, Manuel Mayrdorfer, Sebastian Arnold, Felix A. Gers, Klemens Budde, Alexander Löser
Aspect-Based Passage Retrieval with Contextualized Discourse Vectors. ECIR (2) (2021)
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. CoRR (2021)
Rudolf Schneider, Tom Oberhauser, Paul Grundmann, Felix A. Gers, Alexander Löser, Steffen Staab
Is Language Modeling Enough? Evaluating Effective Embedding Combinations. LREC (2020)
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
VisBERT: Hidden-State Visualizations for Transformers. WWW (Companion Volume) (2020)
Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser
Learning Contextualized Document Representations for Healthcare Answer Retrieval. WWW (2020)
Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser
Learning Contextualized Document Representations for Healthcare Answer Retrieval. CoRR (2020)
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
VisBERT: Hidden-State Visualizations for Transformers. CoRR (2020)
Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. CoRR (2019)
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations. CIKM (2019)
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations. CoRR (2019)
Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification. Trans. Assoc. Comput. Linguistics 7 (2019)
Torsten Kilias, Alexander Löser, Felix A. Gers, Ying Zhang, Richard Koopmanschap, Martin L. Kersten
IDEL: In-Database Neural Entity Linking. BigComp (2019)
Torsten Kilias, Alexander Löser, Felix A. Gers, Richard Koopmanschap, Ying Zhang, Martin L. Kersten
IDEL: In-Database Entity Linking with Neural Embeddings. CoRR (2018)
Iurii Chernushenko, Felix A. Gers, Alexander Löser, Alessandro Checco
Crowd-Labeling Fashion Reviews with Quality Control. CoRR (2018)
Rudolf Schneider, Tom Oberhauser, Tobias Klatt, Felix A. Gers, Alexander Löser
Analysing Errors of Open Information Extraction Systems. CoRR (2017)
Rudolf Schneider, Tom Oberhauser, Tobias Klatt, Felix A. Gers, Alexander Löser
RelVis: Benchmarking OpenIE Systems. ISWC (Posters, Demos & Industry Tracks) (2017)
Sebastian Arnold, Felix A. Gers, Torsten Kilias, Alexander Löser
Robust Named Entity Recognition in Idiosyncratic Domains. CoRR (2016)
Juan Antonio Pérez-Ortiz, Felix A. Gers, Douglas Eck, Jürgen Schmidhuber
Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets. Neural Networks 16 (2) (2003)
Juan Antonio Pérez-Ortiz, Jürgen Schmidhuber, Felix A. Gers, Douglas Eck
Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters. ICANN (2002)
Felix A. Gers, Nicol N. Schraudolph, Jürgen Schmidhuber
Learning Precise Timing with LSTM Recurrent Networks. J. Mach. Learn. Res. 3 (2002)
Jürgen Schmidhuber, Felix A. Gers, Douglas Eck
Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM. Neural Comput. 14 (9) (2002)
Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber
DEKF-LSTM. ESANN (2002)
Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber
Learning Context Sensitive Languages with LSTM Trained with Kalman Filters. ICANN (2002)
Felix A. Gers, Jürgen Schmidhuber
LSTM recurrent networks learn simple context-free and context-sensitive languages. IEEE Trans. Neural Networks 12 (6) (2001)
Felix A. Gers, Douglas Eck, Jürgen Schmidhuber
Applying LSTM to Time Series Predictable through Time-Window Approaches. ICANN (2001)
Felix A. Gers, Douglas Eck, Jürgen Schmidhuber
Applying LSTM to Time Series Predictable Through Time-Window Approaches. WIRN (2001)
Hugo de Garis, Michael Korkin, Felix A. Gers, Norberto Eiji Nawa, Michael Hough
Building an artificial brain using an FPGA based CAM-Brain Machine. Appl. Math. Comput. 111 (2-3) (2000)
Felix A. Gers, Jürgen Schmidhuber
Neural Processing of Complex Continual Input Streams. IJCNN (4) (2000)
Felix A. Gers, Jürgen Schmidhuber, Fred A. Cummins
Learning to Forget: Continual Prediction with LSTM. Neural Comput. 12 (10) (2000)
Felix A. Gers, Jürgen Schmidhuber
Recurrent Nets that Time and Count. IJCNN (3) (2000)
Fred A. Cummins, Felix A. Gers, Jürgen Schmidhuber
Language identification from prosody without explicit features. EUROSPEECH (1999)
Hugo de Garis, Norberto Eiji Nawa, Andrzej Buller, Michael Korkin, Felix A. Gers, Michael Hough
ATR's Artificial Brain ("Cam-Brain") Project a Sample of what Individual "CoDi-1Bit" Model Evolved Neural Net Modules can do with Digital and Analog I/O. Evolvable Hardware (1999)
Hugo de Garis, Michael Korkin, Felix A. Gers, Michael Hough
ATR's artificial brain (CAM-brain) project: a sample of what individual CoDi-1Bit model evolved neural net modules can do. CEC (1999)
Hugo de Garis, Andrzej Buller, Michael Korkin, Felix A. Gers, Norberto Eiji Nawa, Michael Hough
ATR's Artificial Brain ("CAM-Brain") Project: A Sample of What Individual "CoDi-1Bit" Model Evolved Neural Net Modules Can Do with Digital and Analog I/O. GECCO (1999)
Hugo de Garis, Norberto Eiji Nawa, Felix A. Gers, Michael Korkin, Arvin Agah
"CAM-brain" ATR's billion neuron artificial brain project: A three-year progress report. Artif. Life Robotics 2 (2) (1998)
Felix A. Gers, Hugo de Garis, Michael Korkin
CoDi-1Bit: A Simplified Cellular Automata Based Neuron Model. Artificial Evolution (1997)
Felix A. Gers, Hugo de Garis
CAM-Brain: A New Model for ATR's Cellular Automata Based Artificial Brain Project. ICES (1996)