Dec
Talk: “Skalierbare und Vertrauenswürdige KI” (BMWK)
Alexander Löser gave a talk for the BMWK titled "Skalierbare und Vertrauenswürdige KI" (Scalable and Trustworthy AI) in December 2022.
The lab’s history,
in chronological order
Awards, papers, releases, media and events. Every notable milestone since 2009.
FILTER
YEAR
2022
Jan
3 BMBF Projects and 1 EU Project Approved for Funding
Three BMBF projects (AI4SCM, More4Less, AI in Patient Care) and one EU project (AI in Radiology) were accepted for funding in 2022.
Jan
Talk: Betty van Aken on Hate Speech Detection
Betty van Aken gave the talk "Erkennung von Hassrede mit Deep Learning Verfahren" at the event "Hassrede im Netz - Digitalen Antisemitismus erfassen."
Jan
Paper Accepted: “This Patient Looks Like That Patient” (AACL 2022)
The paper "This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text" by Betty van Aken, Jens-Michalis Papaioannou, Marcel G. Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix Gers, and Alexander Löser was accepted at AACL 2022.
Jan
Interview: “Pre-trained AI Language Models – How LEAM is bringing them to SMEs”
Prof. Alexander Löser was interviewed on "Pre-trained AI Language Models - How LEAM is bringing them to SMEs."
Jan
Paper Accepted: Attention Networks for Augmenting Clinical Text (COLING 2022)
The paper "Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction" by Paul Grundmann, Tom Oberhauser, Felix Gers, and Alexander Löser was accepted at COLING 2022.
Jan
Interview: “Vortrainierte KI-Sprachmodelle müssen für Unternehmen einfacher verfügbar sein” (Eco Verband)
Prof. Alexander Löser was interviewed by the Eco Verband on making pre-trained AI language models easier for companies to access.
Jan
Talk: “Prototypical Networks for Interpretable Clinical NLP” (AI Innovations 2022)
Betty van Aken gave the talk "Prototypical Networks for Interpretable Clinical NLP" at AI Innovations 2022.
Jan
Talk: “Supporting Healthcare Professionals With NLP” (Open NLP Meetup)
Betty van Aken gave the talk "Supporting Healthcare Professionals With NLP" at the Open NLP Meetup.
Jan
Paper Accepted: Cross-Lingual Knowledge Transfer for Clinical Phenotyping (LREC 2022)
The paper "Cross-Lingual Knowledge Transfer for Clinical Phenotyping" by Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras Ilias Kyparissidis, George Giannakoulas, Felix Gers, and Alexander Löser was accepted at LREC 2022.
Jan
Paper Accepted: KIMERA (LREC 2022)
The paper "KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads" by Benjamin Winter, Alexei Figueroa, Amy Siu, Felix Gers, and Alexander Löser was accepted at LREC 2022.
2021
Nov
Paper Presented: “What Do You See in this Patient?” (NeurIPS 2021 Workshop; NAACL 2022 Clinical NLP Workshop)
The paper "What Do You See in this Patient? Behavioral Testing of Clinical NLP Models" by Betty van Aken, Sebastian Herrmann, and Alexander Löser was presented at a NeurIPS 2021 workshop, and the accepted paper version was later presented at the Clinical NLP Workshop at NAACL 2022.
May
Panel: Hochschullehrerbund with State Ministers
Alexander Löser joined a Hochschullehrerbund panel together with Bavarian Minister Bernd Sibler and NRW Minister Prof. Dr. Pinkwart.
Mar
PhD Defense: Konstantina Lazaridou
Konstantina Lazaridou defended her thesis "Revealing Hidden Patterns in Political News and Social Media with Machine Learning," co-supervised with Felix Naumann from HPI.
Jan
Publication: “Erklärbare KI” Report
Betty van Aken and Alexander Löser contributed to the report "Erklärbare KI: Anforderungen, Anwendungsfälle und Lösungen" (Explainable AI: Requirements, Use Cases, and Solutions).
Jan
Feature: Use-Inspired Research for Data Science (HLB Newsletter)
Alexander Löser was featured in the HLB Newsletter discussing use-inspired research for data science.
Jan
Feature: Deep Patient Representation (BMBF Plattform Lernende Systeme)
Alexander Löser was featured by the BMBF Plattform Lernende Systeme discussing Deep Patient Representation.
Jan
Demo Released: Clinical Outcome Prediction from Admission Notes
A demo of Clinical Outcome Prediction from Admission Notes was released online.
Jan
Acatech Talk on AI Project Skills for SMEs
Alexander Löser gave a talk at Acatech about the different skills needed for running AI projects with SMEs.
Jan
Interview: “Drei Fragen an Alexander Löser” (Plattform Lernende Systeme)
Alexander Löser was interviewed by Plattform Lernende Systeme on "KI im Mittelstand: Chancen in der Wertschöpfungskette erkennen."
Jan
New BMBF Project: “KI in der Pflege”
A new BMBF project, "KI in der Pflege - Sturz/Delir/Medication" (AI in elderly care), was launched together with Felix Biessmann and DATEXIS.
Jan
Invited Talk: Tom Oberhauser at DFKI Research Colloquium
Tom Oberhauser was invited to the DFKI Research Colloquium to give a talk on "Bi-Encoders for Small-Data Named Entity Linking."
Jan
Video: “Introduction into Deep Patient Representation”
Alexander Löser gave an introduction into Deep Patient Representation, recorded on video.
Jan
Paper Accepted: Clinical Outcome Prediction from Admission Notes (EACL 2021)
The paper "Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration" by Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix Gers, and Alexander Löser was accepted at EACL 2021.
Jan
Paper Accepted: Orchestrating DBMS Benchmarking in the Cloud with Kubernetes (VLDB Workshop TPCTC 2021)
The paper "Orchestrating DBMS Benchmarking in the Cloud with Kubernetes" by Patrick Erdelt was accepted at the VLDB Workshop TPCTC 2021.
Jan
Paper Accepted: Aspect-based Passage Retrieval with Contextualized Discourse Vectors (ECIR 2021)
The paper "Aspect-based Passage Retrieval with Contextualized Discourse Vectors" by Jens-Michalis Papaioannou, Manuel Mayrdorfer, Sebastian Arnold, Felix A. Gers, Klemens Budde, and Alexander Löser was accepted at the 43rd European Conference on Information Retrieval (ECIR 2021).
Jan
Feature: “KI im Mittelstand” (Plattform Lernende Systeme)
Alexander Löser was featured in a Plattform Lernende Systeme publication on AI in small and medium-sized enterprises (KI im Mittelstand).
Jan
Dr. Sebastian Arnold Awarded Faculty Prize 2021
Dr. Sebastian Arnold was awarded the Faculty Prize 2021 in Theoretical Sciences by the Faculty of Science and Medicine of the University of Fribourg (Switzerland).
Jan
Paper Accepted: Assertion Detection in Clinical Notes (NAACL 2021 Workshop)
The paper "Assertion Detection in Clinical Notes: Medical Language Models to the Rescue?" by Betty van Aken, Ivana Trajanovska, Amy Siu, Manuel Mayrdorfer, Klemens Budde, and Alexander Löser was accepted at the Second Workshop on Natural Language Processing for Medical Conversations at NAACL 2021.
2020
Jun
Web Talk: “Erklärbarkeit und Transparenz von KI-Methoden”
A web talk on explainability and transparency of AI methods was held from 14:00-16:00.
Jun
Article: “Warum Plattformen Erfolgsgeschichten brauchen” (Service-Meister)
An article for the Service-Meister project on why platforms need success stories was published.
Apr
Press: Golem on CDV as COVID-19 Diagnostic Search Engine
Golem covered CDV as a medical search engine helping doctors diagnose COVID-19, also featured by Cluster Digitale Wirtschaft Berlin and the BMWi.
Jan
BHT and Charité Define GAIA-X Use Case
BHT and Charité defined the use case "Differential diagnosis" for GAIA-X.
Jan
Talk: “An Evening with BERT” (PyLadies Berlin)
Betty van Aken gave the talk "An Evening with BERT" at PyLadies Berlin.
Jan
Paper Accepted: VisBERT (WWW’20 Demo Track)
The paper "VisBERT: Hidden-State Visualizations for Transformers" by Betty van Aken, Benjamin Winter, Felix A. Gers, and Alexander Löser was accepted at The Web Conference 2020 (WWW'20) Demo Track.
Jan
Paper Accepted: “Is Language Modeling enough?” (LREC 2020)
The paper "Is Language Modeling enough? Evaluating Effective Embedding Combinations" by Rudolf Schneider, Tom Oberhauser, Paul Grundmann, Felix Alexander Gers, Alexander Löser, and Steffen Staab was accepted at LREC 2020.
Jan
Video: Future Medicine Science Pitch
Betty van Aken and Dr. Dr. Manuel Mayrdorfer presented "Outcome Prediction from Clinical Notes at Admission Time" at the Future Medicine Science Pitch.
Jan
Paper Accepted: Discovering Biased News Articles (LREC 2020)
The paper "Discovering Biased News Articles Leveraging Multiple Human Annotations" by Konstantina Lazaridou, Alexander Löser, Maria Mestre, and Felix Naumann was accepted at LREC 2020.
Jan
Sebastian Arnold Completes PhD
Sebastian Arnold successfully completed his PhD.
Jan
Alexander Löser Elected Sponsoring Chair, COLING 2020
Alexander Löser was elected as sponsoring chair for COLING 2020.