Nils Reimers

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 45

Top Topics

Weighting Schemes

Coreference Resolution

Top Venues

Trans. Assoc. Comput. Linguistics

Publications

Kexin Wang, Nils Reimers, Iryna Gurevych
DAPR: A Benchmark on Document-Aware Passage Retrieval. ACL (1) (2024)
Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych
Triple-Encoders: Representations That Fire Together, Wire Together. ACL (1) (2024)
Justus-Jonas Erker, Florian Mai, Nils Reimers, Gerasimos Spanakis, Iryna Gurevych
Triple-Encoders: Representations That Fire Together, Wire Together. CoRR (2024)
Kexin Wang, Nils Reimers, Iryna Gurevych
DAPR: A Benchmark on Document-Aware Passage Retrieval. CoRR (2023)
Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Max Eichler, Gregor Geigle, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Sahin, Iryna Gurevych
UKP-SQUARE: An Online Platform for Question Answering Research. CoRR (2022)
Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. CoRR (2022)
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. Trans. Assoc. Comput. Linguistics 10 (2022)
Nandan Thakur, Nils Reimers, Jimmy Lin
Domain Adaptation for Memory-Efficient Dense Retrieval. CoRR (2022)
Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval. NAACL-HLT (2022)
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
UKP-SQUARE: An Online Platform for Question Answering Research. ACL (demo) (2022)
Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking. EMNLP (2022)
Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych
BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models. NeurIPS Datasets and Benchmarks (2021)
Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models. CoRR (2021)
Michael Bugert, Nils Reimers, Iryna Gurevych
Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora. Comput. Linguistics 47 (3) (2021)
Kexin Wang, Nils Reimers, Iryna Gurevych
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning. EMNLP (Findings) (2021)
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. CoRR (2021)
Nils Reimers, Iryna Gurevych
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes. ACL/IJCNLP (2) (2021)
Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval. CoRR (2021)
Gregor Geigle, Nils Reimers, Andreas Rücklé, Iryna Gurevych
TWEAC: Transformer with Extendable QA Agent Classifiers. CoRR (2021)
Kexin Wang, Nils Reimers, Iryna Gurevych
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning. CoRR (2021)
Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks. NAACL-HLT (2021)
Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych
AdapterDrop: On the Efficiency of Adapters in Transformers. EMNLP (1) (2021)
Michael Bugert, Nils Reimers, Iryna Gurevych
Cross-Document Event Coreference Resolution Beyond Corpus-Tailored Systems. CoRR (2020)
Nils Reimers, Iryna Gurevych
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes. CoRR (2020)
Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks. CoRR (2020)
Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych
AdapterDrop: On the Efficiency of Adapters in Transformers. CoRR (2020)
Nils Reimers, Iryna Gurevych
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation. CoRR (2020)
Nils Reimers, Iryna Gurevych
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation. EMNLP (1) (2020)
Michael Bugert, Nils Reimers, Shany Barhom, Ido Dagan, Iryna Gurevych
Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution. Text2Story@ECIR (2020)
Nils Reimers, Iryna Gurevych
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. CoRR (2019)
Nils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab, Iryna Gurevych
Classification and Clustering of Arguments with Contextualized Word Embeddings. CoRR (2019)
Shany Barhom, Vered Shwartz, Alon Eirew, Michael Bugert, Nils Reimers, Ido Dagan
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution. CoRR (2019)
Shany Barhom, Vered Shwartz, Alon Eirew, Michael Bugert, Nils Reimers, Ido Dagan
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution. ACL (1) (2019)
Nils Reimers, Iryna Gurevych
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. EMNLP/IJCNLP (1) (2019)
Nils Reimers, Iryna Gurevych
Alternative Weighting Schemes for ELMo Embeddings. CoRR (2019)
Nils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab, Iryna Gurevych
Classification and Clustering of Arguments with Contextualized Word Embeddings. ACL (1) (2019)
Nils Reimers, Iryna Gurevych
Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches. CoRR (2018)
Nils Reimers, Nazanin Dehghani, Iryna Gurevych
Event Time Extraction with a Decision Tree of Neural Classifiers. Trans. Assoc. Comput. Linguistics 6 (2018)
Nils Reimers, Iryna Gurevych
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging. CoRR (2017)
Nils Reimers, Iryna Gurevych
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging. EMNLP (2017)
Nils Reimers, Iryna Gurevych
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks. CoRR (2017)
Nils Reimers, Fotis Jannidis, Stefan Pernes, Steffen Pielström, Isabella Reger, Thorsten Vitt
A Tool for NLP-Preprocessing in Literary Text Analysis. DH (2016)
Nils Reimers, Nazanin Dehghani, Iryna Gurevych
Temporal Anchoring of Events for the TimeBank Corpus. ACL (1) (2016)
Nils Reimers, Philip Beyer, Iryna Gurevych
Task-Oriented Intrinsic Evaluation of Semantic Textual Similarity. COLING (2016)
Marcel Schäfer, Waldemar Berchtold, Teetje Stark, Nils Reimers, Martin Steinebach
A Novel Attack Model for Collusion Secure Fingerprinting Codes. Media Watermarking, Security, and Forensics (2016)
Nils Reimers, Iryna Gurevych
Event Nugget Detection, Classification and Coreference Resolution using Deep Neural Networks and eXtreme Grandient Boosting. TAC (2015)
Martin Steinebach, Peter Klöckner, Nils Reimers, Dominik Wienand, Patrick Wolf
Robust Hash Algorithms for Text. Communications and Multimedia Security (2013)
Nils Reimers
Key Recovery Attack on QuiSci. IACR Cryptol. ePrint Arch. 2009 (2009)