IMSurReal Too: IMS in the Surface Realization Shared Task 2020

1 code implementation • MSR (COLING) 2020 • Xiang Yu, Simon Tannert, Ngoc Thang Vu, Jonas Kuhn

We introduce the IMS contribution to the Surface Realization Shared Task 2020.

Data Augmentation

Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

no code implementations • NeurIPS 2020 • Ekta Sood, Simon Tannert, Philipp Mueller, Andreas Bulling

A lack of corpora has so far limited advances in integrating human gaze data as a supervisory signal in neural attention mechanisms for natural language processing(NLP).

Paraphrase Generation Sentence +1

Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension

no code implementations • CONLL 2020 • Ekta Sood, Simon Tannert, Diego Frassinelli, Andreas Bulling, Ngoc Thang Vu

We compare state of the art networks based on long short-term memory (LSTM), convolutional neural models (CNN) and XLNet Transformer architectures.

Machine Reading Comprehension

Fast and Accurate Non-Projective Dependency Tree Linearization

no code implementations • ACL 2020 • Xiang Yu, Simon Tannert, Ngoc Thang Vu, Jonas Kuhn

We propose a graph-based method to tackle the dependency tree linearization task.

Traveling Salesman Problem

Creating a gold standard corpus for terminological annotation from online forum data

no code implementations • WS 2017 • Anna H{\"a}tty, Simon Tannert, Ulrich Heid