Nils Reimers
Nils Reimers
Research Scientist, HuggingFace
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
10172019
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
3212017
Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks
N Reimers, I Gurevych
arXiv preprint arXiv:1707.06799, 2017
2162017
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation
N Reimers, I Gurevych
EMNLP 2020, 2020
772020
Classification and Clustering of Arguments with Contextualized Word Embeddings
N Reimers, B Schiller, T Beck, J Daxenberger, C Stab, I Gurevych
ACL 2019, 2019
682019
Germeval-2014: Nested named entity recognition with neural networks
N Reimers, J Eckle-Kohler, C Schnober, J Kim, I Gurevych
462014
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
422019
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
302016
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
282018
Task-oriented intrinsic evaluation of semantic textual similarity
N Reimers, P Beyer, I Gurevych
Proceedings of COLING 2016, the 26th International Conference on …, 2016
162016
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
142020
Alternative weighting schemes for elmo embeddings
N Reimers, I Gurevych
arXiv preprint arXiv:1904.02954, 2019
132019
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
132018
Computing on Authenticated Data for Adjustable Predicates
B Deiseroth, V Fehr, M Fischlin, M Maasz, N Reimers, R Stein
ACNS, 53-68, 2013
92013
Event Nugget Detection, Classification and Coreference Resolution using Deep Neural Networks and Gradient Boosted Decision Trees
N Reimers, I Gurevych
Eighth Text Analysis Conference (TAC 2015), 2015
82015
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
82013
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
72020
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
32021
Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution.
M Bugert, N Reimers, S Barhom, I Dagan, I Gurevych
Text2Story@ ECIR, 23-29, 2020
32020
Cross-document event coreference resolution beyond corpus-tailored systems
M Bugert, N Reimers, I Gurevych
arXiv preprint arXiv:2011.12249, 2020
22020
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