1

Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Learning scientific document representations can be substantially improved through contrastive learning objectives, where the challenge …
PDF Cite Code DOI
Towards Automated Dialog Personalization using MBTI Personality Indicators
As conversational interfaces mature in both capacity and usage, the need to personalize towards specific user characteristics becomes …
PDF Cite DOI
Towards Personality-aware Chatbots
Chatbots are increasingly used to automate operational processes in customer service. However, most chatbots lack adaptation towards …
PDF Cite
A Linguistically Motivated Test Suite to Semi-Automatically Evaluate German–English Machine Translation Output
This paper presents a fine-grained test suite for the language pair German–English. The test suite is based on a number of …
PDF Cite
An Annotated Corpus of Textual Explanations for Clinical Decision Support
In recent years, machine learning for clinical decision support has gained more and more attention. In order to introduce such …
PDF Cite
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's Perspective
In this work, we present the first corpus for German Adverse Drug Reaction (ADR) detection in patient-generated content. The data …
PDF Cite
Generating Extended and Multilingual Summaries with Pre-trained Transformers
Almost all summarisation methods and datasets focus on a single language and short summaries. We introduce a new dataset called …
PDF Cite
MobASA: Corpus for Aspect-based Sentiment Analysis and Social Inclusion in the Mobility Domain
In this paper we show how aspect-based sentiment analysis might help public transport companies to improve their social responsibility …
PDF Cite Project
Subjective Text Complexity Assessment for German
For different reasons, text can be difficult to read and understand for many people, especially if the text’s language is too complex. …
PDF Cite
Mediators: Conversational Agents Explaining NLP Model Behavior
The human-centric explainable artificial intelligence (HCXAI) community has raised the need for framing the explanation process as a …
PDF Cite Slides