Heike Adel

CoRR, 2021

Enriched Attention for Robust Relation Extraction.

[BibT_eX]

[DOI]

CoRR, 2021

Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Frontmatter.

[BibT_eX]

[DOI]

Shuming Shi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings.

[BibT_eX]

[DOI]

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2020

Tackling challenges of neural purchase stage identification from imbalanced twitter data.

[BibT_eX]

[DOI]

Francine Chen

Yan-Ying Chen

Nat. Lang. Eng., 2020

Adversarial Learning of Feature-based Meta-Embeddings.

[BibT_eX]

[DOI]

CoRR, 2020

NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2020, 2020

Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

On the Choice of Auxiliary Languages for Improved Sequence Tagging.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation.

[BibT_eX]

[DOI]

Hanna Wecker

Annemarie Friedrich

Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, 2020

F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering.

[BibT_eX]

[DOI]

Hendrik Schuff

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

An Analysis of Simple Data Augmentation for Named Entity Recognition.

[BibT_eX]

[DOI]

Xiang Dai

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Type-aware Convolutional Neural Networks for Slot Filling.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2019

NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification.

[BibT_eX]

[DOI]

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Towards the Bosch Materials Science Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Adversarial Training for Satire Detection: Controlling for Confounding Variables.

[BibT_eX]

[DOI]

Robert McHardy

Roman Klinger

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging.

[BibT_eX]

[DOI]

Apostolos Kemos

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience.

[BibT_eX]

[DOI]

Katrin Angerbauer

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection.

[BibT_eX]

[DOI]

Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019

2018

Deep learning methods for knowledge base population.

[BibT_eX]

[DOI]

PhD thesis, 2018

Corpus-Level Fine-Grained Entity Typing.

[BibT_eX]

[DOI]

Yadollah Yaghoobzadeh

J. Artif. Intell. Res., 2018

Adversarial Neural Networks for Cross-lingual Sequence Tagging.

[BibT_eX]

[DOI]

CoRR, 2018

DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction.

[BibT_eX]

[DOI]

Laura Ana Maria Bostan

Sean Papay

Sebastian Padó

Roman Klinger

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

2017

Impact of Coreference Resolution on Slot Filling.

[BibT_eX]

[DOI]

CoRR, 2017

Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Noise Mitigation for Neural Entity Typing and Relation Extraction.

[BibT_eX]

[DOI]

Yadollah Yaghoobzadeh

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Exploring Different Dimensions of Attention for Uncertainty Detection.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data.

[BibT_eX]

[DOI]

Francine Chen

Yan-Ying Chen

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Overview of Character-Based Models for Natural Language Processing.

[BibT_eX]

[DOI]

Ehsaneddin Asgari

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016

Combining Recurrent and Convolutional Neural Networks for Relation Classification.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Comparing Convolutional Neural Networks to Traditional Models for Slot Filling.

[BibT_eX]

[DOI]

Benjamin Roth

Proceedings of the NAACL HLT 2016, 2016

Bi-directional recurrent neural network with ranking loss for spoken language understanding.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Syntactic and Semantic Features For Code-Switching Factored Language Models.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling.

[BibT_eX]

[DOI]

Proceedings of the 2015 Text Analysis Conference, 2015

2014

Features for factored language models for code-Switching speech.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Spoken Language Technologies for Under-resourced Languages, 2014

Combining recurrent neural networks and factored language models during decoding of code-Switching speech.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Using Mined Coreference Chains as a Resource for a Semantic Task.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

An Investigation of Code-Switching Attitude Dependent Language Modeling.

[BibT_eX]

[DOI]

Tanja Schultz

Proceedings of the Statistical Language and Speech Processing, 2013

Recurrent neural network language modeling for code switching conversational speech.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling.

[BibT_eX]

[DOI]