Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks N Reimers, I Gurevych Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 10711 | 2019 |
Making monolingual sentence embeddings multilingual using knowledge distillation N Reimers, I Gurevych The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020 | 908 | 2020 |
Extracting opinion targets in a single and cross-domain setting with conditional random fields N Jakob, I Gurevych Proceedings of the 2010 conference on empirical methods in natural language …, 2010 | 720 | 2010 |
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models N Thakur, N Reimers, A Rücklé, A Srivastava, I Gurevych Proceedings of the 35th Conference on Neural Information Processing Systems, 2021 | 625 | 2021 |
AdapterFusion: Non-destructive task composition for transfer learning J Pfeiffer, A Kamath, A Rücklé, K Cho, I Gurevych The 16th Conference of the European Chapter of the Association for …, 2020 | 585 | 2020 |
Adapterhub: A framework for adapting transformers J Pfeiffer, A Rücklé, C Poth, A Kamath, I Vulić, S Ruder, K Cho, I Gurevych The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020 | 552 | 2020 |
A monolingual tree-based translation model for sentence simplification Z Zhu, D Bernhard, I Gurevych Proceedings of the 23rd International Conference on Computational …, 2010 | 547 | 2010 |
Parsing argumentation structures in persuasive essays C Stab, I Gurevych Computational Linguistics 43 (3), 619-659, 2017 | 510 | 2017 |
Mad-x: An adapter-based framework for multi-task cross-lingual transfer J Pfeiffer, I Vulić, I Gurevych, S Ruder The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020 | 506 | 2020 |
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 | 492 | 2017 |
Identifying argumentative discourse structures in persuasive essays C Stab, I Gurevych Proceedings of the 2014 conference on empirical methods in natural language …, 2014 | 491 | 2014 |
Large-scale multi-label text classification—revisiting neural networks J Nam, J Kim, E Loza Mencía, I Gurevych, J Fürnkranz Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 489 | 2014 |
Extracting Lexical Semantic Knowledge from Wikipedia and Wiktionary. T Zesch, C Müller, I Gurevych LREC 8 (2008), 1646-1652, 2008 | 489 | 2008 |
The eras and trends of automatic short answer grading S Burrows, I Gurevych, B Stein International journal of artificial intelligence in education 25, 60-117, 2015 | 438 | 2015 |
Annotating argument components and relations in persuasive essays C Stab, I Gurevych Proceedings of COLING 2014, the 25th international conference on …, 2014 | 422 | 2014 |
Optimal hyperparameters for deep lstm-networks for sequence labeling tasks N Reimers, I Gurevych arXiv preprint arXiv:1707.06799, 2017 | 413 | 2017 |
The inception platform: Machine-assisted and knowledge-oriented interactive annotation JC Klie, M Bugert, B Boullosa, RE De Castilho, I Gurevych Proceedings of the 27th international conference on computational …, 2018 | 395 | 2018 |
What helps where–and why? semantic relatedness for knowledge transfer M Rohrbach, M Stark, G Szarvas, I Gurevych, B Schiele 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 358 | 2010 |
Argumentation mining in user-generated web discourse I Habernal, I Gurevych Computational linguistics 43 (1), 125-179, 2017 | 331 | 2017 |
Ranking generated summaries by correctness: An interesting but challenging application for natural language inference T Falke, LFR Ribeiro, PA Utama, I Dagan, I Gurevych Proceedings of the 57th annual meeting of the association for computational …, 2019 | 303 | 2019 |