• Publications
  • Influence
Multi-source Neural Automatic Post-Editing: FBK's participation in the WMT 2017 APE shared task
Previous phrase-based approaches to Automatic Post-editing (APE) have shown that the dependency of MT errors from the source sentence can be exploited by jointly learning from source and targetExpand
  • 28
  • 2
  • Open Access
High Performance Pattern Matching Using the Automata Processor
In this paper, we study the acceleration of applications that require searching for all occurrences of thousands of string-patterns in an input data-stream, using the Automata Processor (AP). ForExpand
  • 26
  • 2
A Pluggable Autoscaling Service for Open Cloud PaaS Systems
In this paper we present the design, implementation, and evaluation of a plug gable autoscaler within an open cloud platform-as-a-service (PaaS). We redefine high availability (HA) as the dynamic useExpand
  • 24
  • 2
  • Open Access
Machine Translation: Phrase-Based, Rule-Based and Neural Approaches with Linguistic Evaluation
Abstract In this article we present a novel linguistically driven evaluation method and apply it to the main approaches of Machine Translation (Rule-based, Phrase-based, Neural) to gain insights intoExpand
  • 14
  • 1
  • Open Access
How to Configure Statistical Machine Translation with Linked Open Data Resources
In this paper we outline easily implementable procedures to leverage multilingual Linked Open Data (LOD) resources such as the DBpedia in open-source Statistical Machine Translation (SMT) systemsExpand
  • 8
  • 1
  • Open Access
GPU accelerated variational methods for fast phononic eigenvalue solutions
In this paper we present a Graphical Processing Unit (GPU) accelerated variational formulation for fast phononic band-structure calculations. The thousands of parallel threads available on GPUsExpand
  • 4
  • 1
Towards a Platform for Curation Technologies: Enriching Text Collections with a Semantic-Web Layer
In an attempt to put a Semantic Web-layer that provides linguistic analysis and discourse information on top of digital content, we develop a platform for digital curation technologies. The platformExpand
  • 25
  • Open Access
DFKI-DKT at SemEval-2017 Task 8: Rumour Detection and Classification using Cascading Heuristics
We describe our submissions for SemEval-2017 Task 8, Determining Rumour Veracity and Support for Rumours. The Digital Curation Technologies (DKT) (Rehm and Sasaki, 2016, 2015) team at the GermanExpand
  • 17
  • Open Access
Automatic Classification of Abusive Language and Personal Attacks in Various Forms of Online Communication
The sheer ease with which abusive and hateful utterances can be made online – typically from the comfort of your home and the lack of any immediate negative repercussions – using today’s digitalExpand
  • 14
Event Detection and Semantic Storytelling: Generating a Travelogue from a large Collection of Personal Letters
We present an approach at identifying a specific class of events, movement action events (MAEs), in ca. 2,800 personal letters exchanged by the German architect Erich Mendelsohn and his wife, Luise.Expand
  • 12
  • Open Access