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Nils Reimers
Nils Reimers
Director of Machine Learning, cohere.ai
Verified email at nils-reimers.de - Homepage
Title
Cited by
Cited by
Year
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
N Reimers, I Gurevych
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
34182019
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
N Reimers, I Gurevych
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
4002017
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation
N Reimers, I Gurevych
EMNLP 2020, 2020
3312020
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks
N Reimers, I Gurevych
arXiv preprint arXiv:1707.06799, 2017
2932017
Classification and Clustering of Arguments with Contextualized Word Embeddings
N Reimers, B Schiller, T Beck, J Daxenberger, C Stab, I Gurevych
ACL 2019, 2019
1302019
BEIR: A heterogenous benchmark for zero-shot evaluation of information retrieval models
N Thakur, N Reimers, A Rücklé, A Srivastava, I Gurevych
arXiv preprint arXiv:2104.08663, 2021
1102021
Revisiting joint modeling of cross-document entity and event coreference resolution
S Barhom, V Shwartz, A Eirew, M Bugert, N Reimers, I Dagan
arXiv preprint arXiv:1906.01753, 2019
652019
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks
N Thakur, N Reimers, J Daxenberger, I Gurevych
NAACL 2021, 2020
642020
Germeval-2014: Nested named entity recognition with neural networks
N Reimers, J Eckle-Kohler, C Schnober, J Kim, I Gurevych
492014
Adapterdrop: On the efficiency of adapters in transformers
A Rücklé, G Geigle, M Glockner, T Beck, J Pfeiffer, N Reimers, I Gurevych
arXiv preprint arXiv:2010.11918, 2020
382020
Why comparing single performance scores does not allow to draw conclusions about machine learning approaches
N Reimers, I Gurevych
arXiv preprint arXiv:1803.09578, 2018
362018
Task-oriented intrinsic evaluation of semantic textual similarity
N Reimers, P Beyer, I Gurevych
Proceedings of COLING 2016, the 26th International Conference on …, 2016
362016
Temporal Anchoring of Events for the TimeBank Corpus
N Reimers, N Dehghani, I Gurevych
Annual Meeting of the Association for Computational Linguistics (ACL 2016), 2016
342016
Tsdae: Using transformer-based sequential denoising auto-encoder for unsupervised sentence embedding learning
K Wang, N Reimers, I Gurevych
arXiv preprint arXiv:2104.06979, 2021
332021
Retrieve fast, rerank smart: Cooperative and joint approaches for improved cross-modal retrieval
G Geigle, J Pfeiffer, N Reimers, I Vulić, I Gurevych
arXiv preprint arXiv:2103.11920, 2021
242021
Alternative weighting schemes for elmo embeddings
N Reimers, I Gurevych
arXiv preprint arXiv:1904.02954, 2019
202019
The curse of dense low-dimensional information retrieval for large index sizes
N Reimers, I Gurevych
arXiv preprint arXiv:2012.14210, 2020
182020
Event time extraction with a decision tree of neural classifiers
N Reimers, N Dehghani, I Gurevych
Transactions of the Association for Computational Linguistics 6, 77-89, 2018
142018
Robust hash algorithms for text
M Steinebach, P Klöckner, N Reimers, D Wienand, P Wolf
IFIP International Conference on Communications and Multimedia Security, 135-144, 2013
122013
Gpl: Generative pseudo labeling for unsupervised domain adaptation of dense retrieval
K Wang, N Thakur, N Reimers, I Gurevych
arXiv preprint arXiv:2112.07577, 2021
112021
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