2021

Thakur, Nandan ; Reimers, Nils ; Rücklé, Andreas ; Srivastava, Abhishek ; Gurevych, Iryna (2021)
BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models.
35th Conference on Neural Information Processing Systems. virtual Conference (06.12.2021-14.12.2021)
Konferenzveröffentlichung, Bibliographie

Moosavi, Nafise Sadat ; Rücklé, Andreas ; Roth, Dan ; Gurevych, Iryna (2021)
SciGen: a Dataset for Reasoning-Aware Text Generation from Scientific Tables.
35th Conference on Neural Information Processing Systems. Virtual Conference (06.12.2021-14.12.2021)
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Geigle, Gregor ; Glockner, Max ; Beck, Tilman ; Pfeiffer, Jonas ; Reimers, Nils ; Gurevych, Iryna (2021)
AdapterDrop: On the Efficiency of Adapters in Transformers.
The 2021 Conference on Empirical Methods in Natural Language Processing. virtual Conference and Punta Cana, Dominican Republic (07.11.2021-11.11.2021)
Konferenzveröffentlichung, Bibliographie

Poth, Clifton ; Pfeiffer, Jonas ; Rücklé, Andreas ; Gurevych, Iryna (2021)
What to Pre-Train on? Efficient Intermediate Task Selection.
The 2021 Conference on Empirical Methods in Natural Language Processing. virtual Conference and Punta Cana, Dominican Republic (07.11.2021-11.11.2021)
Konferenzveröffentlichung, Bibliographie

Geigle, Gregor ; Reimers, Nils ; Rücklé, Andreas ; Gurevych, Iryna (2021)
TWEAC: Transformer with Extendable QA Agent Classifiers.
doi: 10.48550/arXiv.2104.07081
Report, Bibliographie

Pfeiffer, Jonas ; Kamath, Aishwarya ; Rücklé, Andreas ; Cho, Kyunghyun ; Gurevych, Iryna (2021)
AdapterFusion: Non-Destructive Task Composition for Transfer Learning.
16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021). virtual conference (19.04.2021-23.04.2021)
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas (2021)
Representation Learning and Learning from Limited Labeled Data for Community Question Answering.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00018508
Dissertation, Erstveröffentlichung, Verlagsversion

2020

Wu, Mingzhu ; Moosavi, Nafise Sadat ; Rücklé, Andreas ; Gurevych, Iryna (2020)
Improving QA Generalization by Concurrent Modeling of Multiple Biases.
Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). virtual Conference (16.11.2020-20.11.2020)
doi: 10.18653/v1/2020.findings-emnlp.74
Konferenzveröffentlichung, Bibliographie

Pfeiffer, Jonas ; Rücklé, Andreas ; Poth, Clifton ; Kamath, Aishwarya ; Vulić, Ivan ; Ruder, Sebastian ; Cho, Kyunghyun ; Gurevych, Iryna (2020)
AdapterHub: A Framework for Adapting Transformers.
EMNLP 2020 : Conference on Empirical Methods in Natural Language Processing. virtual Conference (16.11.2020-20.11.2020)
doi: 10.18653/v1/2020.emnlp-demos.7
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Pfeiffer, Jonas ; Gurevych, Iryna (2020)
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale.
2020 Conference on Empirical Methods in Natural Language Processing. virtual Conference (16.11.2020-20.11.2020)
doi: 10.18653/v1/2020.emnlp-main.194
Konferenzveröffentlichung, Bibliographie

2019

Moosavi, Nafise Sadat ; Utama, Prasetya ; Rücklé, Andreas ; Gurevych, Iryna (2019)
Improving Generalization by Incorporating Coverage in Natural Language Inference.
doi: 10.48550/arXiv.1909.08940
Report, Bibliographie

Rücklé, Andreas ; Moosavi, Nafise Sadat ; Gurevych, Iryna (2019)
Neural Duplicate Question Detection without Labeled Training Data.
The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019). Hong Kong, China (03.11.2019-07.11.2019)
Konferenzveröffentlichung, Bibliographie

Eger, Steffen ; Rücklé, Andreas ; Gurevych, Iryna (2019)
Pitfalls in the Evaluation of Sentence Embeddings.
The 4th Workshop on Representation Learning for NLP (Repl4NLP 2019). Florence, Italy (02.08.2019-02.08.2019)
doi: 10.18653/v1/W19-4308
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Swarnkar, Krishnkant ; Gurevych, Iryna (2019)
Improved Cross-Lingual Question Retrieval for Community Question Answering.
San Francisco, USA
Konferenzveröffentlichung, Bibliographie

Eger, Steffen ; Şahin, Gözde Gül ; Rücklé, Andreas ; Lee, Ji-Ung ; Schulz, Claudia ; Mesgar, Mohsen ; Swarnkar, Krishnkant ; Simpson, Edwin ; Gurevych, Iryna (2019)
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems.
The 2019 Conference of the North American Chapter of the Association for Computational Linguistics. Minneapolis, USA (02.10.2019-07.10.2019)
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Moosavi, Nafise Sadat ; Gurevych, Iryna (2019)
COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data.
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Honolulu, Hawaii, USA
doi: 10.1609/aaai.v33i01.33016932
Konferenzveröffentlichung, Bibliographie

2018

Eger, Steffen ; Rücklé, Andreas ; Gurevych, Iryna (2018)
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection.
5th Workshop on Argument Mining. Brussels, Belgium (31.10.2018-31.10.2018)
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Eger, Steffen ; Peyrard, Maxime ; Gurevych, Iryna (2018)
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations.
In: arXiv:1803.01400
Artikel, Bibliographie

2017

Rücklé, Andreas ; Gurevych, Iryna (2017)
Real-Time News Summarization with Adaptation to Media Attention.
Varna, Bulgaria
doi: 10.26615/978-954-452-049-6_079
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Gurevych, Iryna (2017)
Representation Learning for Answer Selection with LSTM-Based Importance Weighting.
Montpellier, France
Konferenzveröffentlichung, Bibliographie

Rücklé, Andreas ; Gurevych, Iryna (2017)
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights.
Vancouver, Canada
Konferenzveröffentlichung, Bibliographie

Bugert, Michael ; Puzikov, Yevgeniy ; Rücklé, Andreas ; Eckle-Kohler, Judith ; Martin, Teresa ; Martínez Cámara, Eugenio ; Sorokin, Daniil ; Peyrard, Maxime ; Gurevych, Iryna (2017)
LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test.
The 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics. Valencia, Spain (03.04.2017-04.04.2017)
Konferenzveröffentlichung, Bibliographie

2015

Rücklé, Andreas (2015)
Real-Time Summarization of Big Data Streams.
Technische Universität Darmstadt
Masterarbeit, Bibliographie