Artikel

Geigle, Gregor ; Pfeiffer, Jonas ; Reimers, Nils ; Vulić, Ivan ; Gurevych, Iryna (2022)
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval.
In: Transactions of the Association for Computational Linguistics, 10
doi: 10.1162/tacl_a_00473
Artikel, Bibliographie

Bugert, Michael ; Reimers, Nils ; Gurevych, Iryna (2021)
Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora.
In: Computational Linguistics
doi: 10.1162/coli_a_00407
Artikel, Bibliographie

Reimers, Nils ; Gurevych, Iryna (2019)
Alternative Weighting Schemes for ELMo Embeddings.
In: CoRR, abs/1904.02954
Artikel, Bibliographie

Reimers, Nils ; Gurevych, Iryna (2018)
Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approach.
In: arXiv:1803.09578
Artikel, Bibliographie

Reimers, Nils ; Dehghani, Nazanin ; Gurevych, Iryna (2018)
Event Time Extraction with a Decision Tree of Neural Classifiers.
In: Transactions of the Association for Computational Linguistics, 6
Artikel, Bibliographie

Reimers, Nils ; Gurevych, Iryna (2017)
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks.
In: arXiv preprint arXiv:1707.06799
Artikel, Bibliographie

Deiseroth, B. ; Fehr, Victoria ; Fischlin, Marc ; Maasz, M. ; Reimers, Nils ; Stein, R. (2013)
Computing on Authenticated Data for Adjustable Predicates.
In: Lecture Notes in Computer Science, 7954
Artikel, Bibliographie

Konferenzveröffentlichung

Wang, Kexin ; Reimers, Nils ; Gurevych, Iryna (2024)
DAPR: A Benchmark on Document-Aware Passage Retrieval.
62nd Annual Meeting of the Association for Computational Linguistics. Bangkok, Thailand (11.08.2024 - 16.08.2024)
doi: 10.18653/v1/2024.acl-long.236
Konferenzveröffentlichung, Bibliographie

Erker, Justus-Jonas ; Mai, Florian ; Reimers, Nils ; Spanakis, Gerasimos ; Gurevych, Iryna (2024)
Triple-Encoders: Representations That Fire Together, Wire Together.
62nd Annual Meeting of the Association for Computational Linguistics. Bangkok, Thailand (11.08.2024 - 16.08.2024)
Konferenzveröffentlichung, Bibliographie

Baumgärtner, Tim ; Ribeiro, Leonardo F. R. ; Reimers, Nils ; Gurevych, Iryna (2022)
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking.
2022 Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, UAE (07.12.2022-11.12.2022)
Konferenzveröffentlichung, Bibliographie

Tunstall, Lewis ; Reimers, Nils ; Jo, Unso Eun Seo ; Bates, Luke ; Korat, Daniel ; Wasserblat, Moshe ; Pereg, Oren (2022)
Efficient Few-Shot Learning Without Prompts.
2nd Workshop on Efficient Natural Language and Speech Processing. New Orleans, USA (02.12.2022-02.12.2022)
Konferenzveröffentlichung, Bibliographie

Wang, Kexin ; Thakur, Nandan ; Reimers, Nils ; Gurevych, Iryna (2022)
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval.
2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Seattle, USA (10.07.2022-15.07.2022)
Konferenzveröffentlichung, Bibliographie

Baumgärtner, Tim ; Wang, Kexin ; Sachdeva, Rachneet ; Geigle, Gregor ; Eichler, Max ; Poth, Clifton ; Sterz, Hannah ; Puerto, Haritz ; Ribeiro, Leonardo F. R. ; Pfeiffer, Jonas ; Reimers, Nils ; Şahin, Gözde Gül ; Gurevych, Iryna (2022)
UKP-SQUARE: An Online Platform for Question Answering Research.
60th Annual Meeting of the Association for Computational Linguistics. Dublin, Ireland (22.05.2022-27.05.2022)
Konferenzveröffentlichung, Bibliographie

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

Wang, Kexin ; Reimers, Nils ; Gurevych, Iryna (2021)
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning.
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

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

Reimers, Nils ; Gurevych, Iryna (2021)
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes.
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021). virtual Conference (01.08.2021-06.08.2021)
Konferenzveröffentlichung, Bibliographie

Thakur, Nandan ; Reimers, Nils ; Daxenberger, Johannes ; Gurevych, Iryna (2021)
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks.
2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics. virtual Conference (06.06.2021-11.06.2021)
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Gurevych, Iryna (2020)
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation.
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). virtual Conference (16.11.2020-20.11.2020)
Konferenzveröffentlichung, Bibliographie

Bugert, Michael ; Reimers, Nils ; Barhom, Shany ; Dagan, Ido ; Gurevych, Iryna (2020)
Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution.
Text2Story@ECIR'20 - 3rd International Workshop on Narrative Extraction from Texts. Lisbon, Portugal (14.04.2020-14.04.2020)
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Gurevych, Iryna (2019)
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.
The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019). Hong Kong, China (03.12.2019-07.12.2019)
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Schiller, Benjamin ; Beck, Tilman ; Daxenberger, Johannes ; Stab, Christian ; Gurevych, Iryna (2019)
Classification and Clustering of Arguments with Contextualized Word Embeddings.
57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Florence, Italy (28.07.2019-02.08.2019)
Konferenzveröffentlichung, Bibliographie

Barhom, Shany ; Shwartz, Vered ; Eirew, Alon ; Bugert, Michael ; Reimers, Nils ; Dagan, Ido (2019)
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution.
The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Florence, Italy (28.07.2019-02.08.2019)
doi: 10.18653/v1/P19-1409
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Gurevych, Iryna (2017)
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging.
Copenhagen, Denmark
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Beyer, Philip ; Gurevych, Iryna (2016)
Task-Oriented Intrinsic Evaluation of Semantic Textual Similarity.
Osaka, Japan
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Dehghani, Nazanin ; Gurevych, Iryna (2016)
Temporal Anchoring of Events for the TimeBank Corpus.
Berlin, Germany
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Jannidis, Fotis ; Pielström, Steffen ; Pernes, Stefan ; Reger, Isabella (2016)
A Tool for NLP-Preprocessing in Literary Text Analysis.
Leipzig, Germany
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Gurevych, Iryna (2015)
Event Nugget Detection, Classification and Coreference Resolution using Deep Neural Networks and Gradient Boosted Decision Trees.
Gaithersburg, Maryland, USA
Konferenzveröffentlichung, Bibliographie

Reimers, Nils ; Eckle-Kohler, Judith ; Schnober, Carsten ; Kim, Jungi ; Gurevych, Iryna
Hrsg.: Faaß, Gertrud ; Ruppenhofer, Josef (2014)
GermEval-2014: Nested Named Entity Recognition with Neural Networks.
Hildesheim, Germany
Konferenzveröffentlichung, Bibliographie

Steinebach, M. ; Klöckner, P. ; Reimers, Nils ; Wienand, D. ; Wolf, Patrick (2013)
Robust Hash Algorithms for Text.
Konferenzveröffentlichung, Bibliographie

Report

Reimers, Nils ; Pyatkin, Valentina ; Gurevych, Iryna ; Dagan, Ido (2021)
Information Consolidation: A New Paradigm in Knowledge Search.
Report, 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

Jannidis, Fotis ; Pernes, Stefan ; Pielström, Steffen ; Reger, Isabella ; Reimers, Nils ; Vitt, Thorsten (2016)
DARIAH-DKPro-Wrapper Output Format (DOF) Specification.
Report, Bibliographie