Nils Reimers

According to our database, Nils Reimers authored at least 37 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Triple-Encoders: Representations That Fire Together, Wire Together.

Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych

CoRR, 2024

2023

DAPR: A Benchmark on Document-Aware Passage Retrieval.

Kexin Wang, Nils Reimers, Iryna Gurevych

CoRR, 2023

2022

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval.

Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych

Trans. Assoc. Comput. Linguistics, 2022

Domain Adaptation for Memory-Efficient Dense Retrieval.

Nandan Thakur, Nils Reimers, Jimmy Lin

CoRR, 2022

GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval.

Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking.

Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

UKP-SQUARE: An Online Platform for Question Answering Research.

Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Gregor Geigle, Max Eichler, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Sahin, Iryna Gurevych

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych

CoRR, 2021

TWEAC: Transformer with Extendable QA Agent Classifiers.

Gregor Geigle, Nils Reimers, Andreas Rücklé, Iryna Gurevych

CoRR, 2021

TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning.

Kexin Wang, Nils Reimers, Iryna Gurevych

CoRR, 2021

Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora.

Michael Bugert, Nils Reimers, Iryna Gurevych

Comput. Linguistics, 2021

BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks.

Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych

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

TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning.

Kexin Wang, Nils Reimers, Iryna Gurevych

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

AdapterDrop: On the Efficiency of Adapters in Transformers.

Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych

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

The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes.

Nils Reimers, Iryna Gurevych

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Cross-Document Event Coreference Resolution Beyond Corpus-Tailored Systems.

Michael Bugert, Nils Reimers, Iryna Gurevych

CoRR, 2020

Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation.

Nils Reimers, Iryna Gurevych

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

Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution.

Michael Bugert, Nils Reimers, Shany Barhom, Ido Dagan, Iryna Gurevych

Proceedings of Text2Story, 2020

2019

Alternative Weighting Schemes for ELMo Embeddings.

Nils Reimers, Iryna Gurevych

CoRR, 2019

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Nils Reimers, Iryna Gurevych

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Classification and Clustering of Arguments with Contextualized Word Embeddings.

Nils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab, Iryna Gurevych

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution.

Shany Barhom, Vered Shwartz, Alon Eirew, Michael Bugert, Nils Reimers, Ido Dagan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Universal Machine Learning Methods for Detecting and Temporal Anchoring of Events.

Nils Fabian Reimers

PhD thesis, 2018

Event Time Extraction with a Decision Tree of Neural Classifiers.

Nils Reimers, Nazanin Dehghani, Iryna Gurevych

Trans. Assoc. Comput. Linguistics, 2018

Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches.

Nils Reimers, Iryna Gurevych

CoRR, 2018

2017

Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks.

Nils Reimers, Iryna Gurevych

CoRR, 2017

Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging.

Nils Reimers, Iryna Gurevych

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

2016

A Novel Attack Model for Collusion Secure Fingerprinting Codes.

Marcel Schäfer, Waldemar Berchtold, Teetje Stark, Nils Reimers, Martin Steinebach

Proceedings of the Media Watermarking, 2016

A Tool for NLP-Preprocessing in Literary Text Analysis.

Nils Reimers, Fotis Jannidis, Stefan Pernes, Steffen Pielström, Isabella Reger, Thorsten Vitt

Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

DARIAH-DKPro-Wrapper.

Nils Reimers, Fotis Jannidis, Steffen Pielström, Stefan Pernes, Isabella Reger

Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016

Task-Oriented Intrinsic Evaluation of Semantic Textual Similarity.

Nils Reimers, Philip Beyer, Iryna Gurevych

Proceedings of the COLING 2016, 2016

Temporal Anchoring of Events for the TimeBank Corpus.

Nils Reimers, Nazanin Dehghani, Iryna Gurevych

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Event Nugget Detection, Classification and Coreference Resolution using Deep Neural Networks and eXtreme Grandient Boosting.

Nils Reimers, Iryna Gurevych

Proceedings of the 2015 Text Analysis Conference, 2015

2013

Computing on Authenticated Data for Adjustable Predicates.

Björn Deiseroth, Victoria Fehr, Marc Fischlin, Manuel Maasz, Nils Fabian Reimers, Richard Stein

IACR Cryptol. ePrint Arch., 2013

Robust Hash Algorithms for Text.

Martin Steinebach, Peter Klöckner, Nils Reimers, Dominik Wienand, Patrick Wolf

Proceedings of the Communications and Multimedia Security, 2013

2009

Key Recovery Attack on QuiSci.

Nils Reimers

IACR Cryptol. ePrint Arch., 2009