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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...68 Hits 1 – 20 of 1.343 1 A Neural Pairwise Ranking Model for Readability Assessment ... Lee, Justin; Vajjala, Sowmya. - : arXiv, 2022 BASE Show details 2 Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition ... Lee, Hung-Shin; Tsao, Yu; Jeng, Shyh-Kang. - : arXiv, 2022 BASE Show details 3 A Deep CNN Architecture with Novel Pooling Layer Applied to Two Sudanese Arabic Sentiment Datasets ... Mhamed, Mustafa; Sutcliffe, Richard; Sun, Xia. - : arXiv, 2022 BASE Show details 4 Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition ... Litake, Onkar; Sabane, Maithili; Patil, Parth. - : arXiv, 2022 BASE Show details 5 Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns ... Kabir, Md. Ahsanul; Almulhim, AlJohara; Luo, Xiao. - : arXiv, 2022 BASE Show details 6 WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ... Tavella, Federico; Schlegel, Viktor; Romeo, Marta. - : arXiv, 2022 BASE Show details 7 A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition ... Ferreira, Silvan; Costa, Esdras; Dahia, Márcio. - : arXiv, 2022 BASE Show details 8 Including Facial Expressions in Contextual Embeddings for Sign Language Generation ... Viegas, Carla; İnan, Mert; Quandt, Lorna. - : arXiv, 2022 BASE Show details 9 Statistical and Spatio-temporal Hand Gesture Features for Sign Language Recognition using the Leap Motion Sensor ... Bird, Jordan J.. - : arXiv, 2022 BASE Show details 10 pNLP-Mixer: an Efficient all-MLP Architecture for Language ... Fusco, Francesco; Pascual, Damian; Staar, Peter. - : arXiv, 2022 Abstract: Large pre-trained language models drastically changed the natural language processing(NLP) landscape. Nowadays, they represent the go-to framework to tackle diverse NLP tasks, even with a limited number of annotations. However, using those models in production, either in the cloud or at the edge, remains a challenge due to the memory footprint and/or inference costs. As an alternative, recent work on efficient NLP has shown that small weight-efficient models can reach competitive performance at a fraction of the costs. Here, we introduce pNLP-Mixer, an embbedding-free model based on the MLP-Mixer architecture that achieves high weight-efficiency thanks to a novel linguistically informed projection layer. We evaluate our model on two multi-lingual semantic parsing datasets, MTOP and multiATIS. On MTOP our pNLP-Mixer almost matches the performance of mBERT, which has 38 times more parameters, and outperforms the state-of-the-art of tiny models (pQRNN) with 3 times fewer parameters. On a long-sequence ... : Preprint ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2202.04350 https://dx.doi.org/10.48550/arxiv.2202.04350 BASE Hide details 11 Multilingual Abusiveness Identification on Code-Mixed Social Media Text ... Ranjan, Ekagra; Poddar, Naman. - : arXiv, 2022 BASE Show details 12 hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ... Das, Mithun; Banerjee, Somnath; Mukherjee, Animesh. - : arXiv, 2022 BASE Show details 13 StableMoE: Stable Routing Strategy for Mixture of Experts ... Dai, Damai; Dong, Li; Ma, Shuming. - : arXiv, 2022 BASE Show details 14 BERTuit: Understanding Spanish language in Twitter through a native transformer ... Huertas-Tato, Javier; Martin, Alejandro; Camacho, David. - : arXiv, 2022 BASE Show details 15 EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification ... Spithourakis, Georgios P.; Vulić, Ivan; Lis, Michał. - : arXiv, 2022 BASE Show details 16 Frame Shift Prediction ... Yong, Zheng-Xin; Watson, Patrick D.; Torrent, Tiago Timponi. - : arXiv, 2022 BASE Show details 17 Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning ... Siddhant, Aditya; Bapna, Ankur; Firat, Orhan. - : arXiv, 2022 BASE Show details 18 Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages ... Das, Mithun; Banerjee, Somnath; Mukherjee, Animesh. - : arXiv, 2022 BASE Show details 19 Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? ... Koloski, Boshko; Pollak, Senja; Škrlj, Blaž. - : arXiv, 2022 BASE Show details 20 Assessment of Massively Multilingual Sentiment Classifiers ... Rajda, Krzysztof; Augustyniak, Łukasz; Gramacki, Piotr. - : arXiv, 2022 BASE Show details Page: 1 2 3 4 5...68

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