Nils Reimers

Researcher, HuggingFace

Joined

July 2019

Names

Nils Reimers

Emails

****@nils-reimers.de (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

HuggingFace (huggingface.co)

2021 – Present

Postdoc

Technische Universität Darmstadt (tu-darmstadt.de)

2018 – 2021

PhD student

Technische Universität Darmstadt (tu-darmstadt.de)

2014 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
Kexin Wang, Nandan Thakur, Nils Reimers, Iryna Gurevych
- 23 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
AdapterDrop: On the Efficiency of Adapters in Transformers
Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych
- 12 Nov 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, Iryna Gurevych
- Published: 11 Oct 2021, Last Modified: 23 May 2023
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych
- 2021 (modified: 29 Sept 2021)
- CoRR 2021
- Readers: Everyone
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks
Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych
- 2021 (modified: 19 Oct 2021)
- NAACL-HLT 2021
- Readers: Everyone
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning
Kexin Wang, Nils Reimers, Iryna Gurevych
- 2021 (modified: 16 Dec 2021)
- EMNLP (Findings) 2021
- Readers: Everyone
TWEAC: Transformer with Extendable QA Agent Classifiers
Gregor Geigle, Nils Reimers, Andreas Rücklé, Iryna Gurevych
- 2021 (modified: 16 Dec 2021)
- CoRR 2021
- Readers: Everyone
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Kexin Wang, Nils Reimers, Iryna Gurevych
- 2021 (modified: 16 Dec 2021)
- CoRR 2021
- Readers: Everyone
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes
Nils Reimers, Iryna Gurevych
- 2021 (modified: 16 Dec 2021)
- ACL/IJCNLP (2) 2021
- Readers: Everyone
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation
Nils Reimers, Iryna Gurevych
- 2020 (modified: 16 Dec 2021)
- EMNLP (1) 2020
- Readers: Everyone

View all 15 publications

Nils Reimers

Names

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Career & Education History

Advisors, Relations & Conflicts

Expertise

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