mlsanityData to 7 Oct 2026

EENLP: Cross-lingual Eastern European NLP Index

arXiv 2108.02605 ↗First posted 5 Aug 2021cs.CL cs.AI cs.NEcited by 1

Not on the map. Why?

Abstract (arXiv)

Motivated by the sparsity of NLP resources for Eastern European languages, we present a broad index of existing Eastern European language resources (90+ datasets and 45+ models) published as a github repository open for updates from the community. Furthermore, to support the evaluation of commonsense reasoning tasks, we provide hand-crafted cross-lingual datasets for five different semantic tasks (namely news categorization, paraphrase detection, Natural Language Inference (NLI) task, tweet sentiment detection, and news sentiment detection) for some of the Eastern European languages. We perform several experiments with the existing multilingual models on these datasets to define the performance baselines and compare them to the existing results for other languages.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 25 of its 42 references that are in the map. First posted on arXiv 5 Aug 2021.

Builds on

25 of 42 references.

References · 25

  1. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,204
  2. 2019Sentence-BERT: Sentence Embeddings using Siamese BERT-Networkscited by 9,049
  3. 2018GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understandingcited by 4,854
  4. 2019DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lightercited by 4,243
  5. 2019Unsupervised Cross-lingual Representation Learning at Scalecited by 3,907
  6. 2018XNLI: Evaluating Cross-lingual Sentence Representationscited by 913
  7. 2020The State and Fate of Linguistic Diversity and Inclusion in the NLP Worldcited by 789
  8. 2020Language-agnostic BERT Sentence Embeddingcited by 621
  9. 2018Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyondcited by 434
  10. 2020XCOPA: A Multilingual Dataset for Causal Commonsense Reasoningcited by 330
  11. 2019PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identificationcited by 262
  12. 2020XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generationcited by 221
13 more
  1. 2020Are All Languages Created Equal in Multilingual BERT?cited by 206
  2. 2021XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluationcited by 167
  3. 2021It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoningcited by 69
  4. 2020Zero-Shot Cross-Lingual Transfer with Meta Learningcited by 66
  5. 2020RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmarkcited by 53
  6. 2020KLEJ: Comprehensive Benchmark for Polish Language Understandingcited by 51
  7. 2020XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualizationcited by 42
  8. 2020Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metriccited by 23
  9. 2021BERTi'c -- The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbiancited by 21
  10. 2020FinEst BERT and CroSloEngual BERT: less is more in multilingual modelscited by 20
  11. 2019MOROCO: The Moldavian and Romanian Dialectal Corpuscited by 15
  12. 2020ARPA: Armenian Paraphrase Detection Corpus and Modelscited by 3
  13. 2019Word Embeddings for the Armenian Language: Intrinsic and Extrinsic Evaluationcited by 1

Built on by

Cited by year

Citing papers per year: 2023: 1.

1 paper.