Methods › Natural Language Processing › Static Word Embeddings › fastText › Papers, page 3
fastText
Papers archive 2025-07-28
archive papers tagged: 240 · with a code link: 76 · where Syntology ran a sample: 10 (8 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (10 of 240 tagged: 8 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 3 of 3: papers 201 to 240 of 240, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Medical Word Embeddings for Spanish: Development and Evaluation 1 Jun 2019 · 0 repositories
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YNU NLP at SemEval-2019 Task 5: Attention and Capsule Ensemble for Identifying Hate Speech 1 Jun 2019 · 0 repositories
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YNU_DYX at SemEval-2019 Task 5: A Stacked BiGRU Model Based on Capsule Network in Detection of Hate 1 Jun 2019 · 0 repositories
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Misspelling Oblivious Word Embeddings 23 May 2019 · 3 repositories · arXiv:1905.09755
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Taming Pretrained Transformers for Extreme Multi-label Text Classification 7 May 2019 · 2 repositories · arXiv:1905.02331Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Personalized Query Auto-Completion Through a Lightweight Representation of the User Context 3 May 2019 · 0 repositories · arXiv:1905.01386
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An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression 16 Apr 2019 · 0 repositories · arXiv:1904.08770
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Text2Node: a Cross-Domain System for Mapping Arbitrary Phrases to a Taxonomy 11 Apr 2019 · 0 repositories · arXiv:1905.01958
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NLPR@SRPOL at SemEval-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier 10 Apr 2019 · 0 repositories · arXiv:1904.05152
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Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis 5 Apr 2019 · 0 repositories · arXiv:1904.03164
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Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system 25 Mar 2019 · 1 repository · arXiv:1904.00785
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Column2Vec: Structural Understanding via Distributed Representations of Database Schemas 20 Mar 2019 · 0 repositories · arXiv:1903.08621
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Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection 15 Jan 2019 · 0 repositories · arXiv:1901.04831
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Multilingual Constituency Parsing with Self-Attention and Pre-Training 31 Dec 2018 · 4 repositories · arXiv:1812.11760Syntology official (archive's flag): 8 ran · 22 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 28 harvested samples) · 3 pointer-only (licence)
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Evaluating Architectural Choices for Deep Learning Approaches for Question Answering over Knowledge Bases 6 Dec 2018 · 0 repositories · arXiv:1812.02536
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Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package 26 Oct 2018 · 1 repository · arXiv:1810.11190
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An Analysis of Hierarchical Text Classification Using Word Embeddings 6 Sep 2018 · 0 repositories · arXiv:1809.01771
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Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks 28 Aug 2018 · 0 repositories · arXiv:1808.09238
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A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials 10 Aug 2018 · 0 repositories · arXiv:1808.04694
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Cyberbullying Detection -- Technical Report 2/2018, Department of Computer Science AGH, University of Science and Technology 2 Aug 2018 · 0 repositories · arXiv:1808.00926
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Aggression Identification and Multi Lingual Word Embeddings 1 Aug 2018 · 0 repositories
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Tree-structured multi-stage principal component analysis (TMPCA): theory and applications 22 Jul 2018 · 0 repositories · arXiv:1807.08228
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Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization 1 Jul 2018 · 1 repository
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Probabilistic FastText for Multi-Sense Word Embeddings 7 Jun 2018 · 1 repository · arXiv:1806.02901
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CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation 1 Jun 2018 · 0 repositories
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Entropy-Based Subword Mining with an Application to Word Embeddings 1 Jun 2018 · 0 repositories
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A Novel Way of Identifying Cyber Predators 11 Dec 2017 · 0 repositories · arXiv:1712.03903
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IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches 1 Dec 2017 · 0 repositories
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Evaluation of Croatian Word Embeddings 6 Nov 2017 · 1 repository · arXiv:1711.01804
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Fast Linear Model for Knowledge Graph Embeddings 30 Oct 2017 · 1 repository · arXiv:1710.10881
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OhioState at IJCNLP-2017 Task 4: Exploring Neural Architectures for Multilingual Customer Feedback Analysis 18 Oct 2017 · 0 repositories · arXiv:1710.06931
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Synapse at CAp 2017 NER challenge: Fasttext CRF 14 Sep 2017 · 0 repositories · arXiv:1709.04820
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Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean? 8 Aug 2017 · 3 repositories · arXiv:1708.02657
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When does a compliment become sexist? Analysis and classification of ambivalent sexism using twitter data 1 Aug 2017 · 1 repository
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Rotations and Interpretability of Word Embeddings: the Case of the Russian Language 14 Jul 2017 · 0 repositories · arXiv:1707.04662
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Learning Convolutional Text Representations for Visual Question Answering 18 May 2017 · 1 repository · arXiv:1705.06824
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Analysis and Optimization of fastText Linear Text Classifier 17 Feb 2017 · 0 repositories · arXiv:1702.05531
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Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities 8 Jan 2017 · 0 repositories · arXiv:1701.02025
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FastText.zip: Compressing text classification models 12 Dec 2016 · 44 repositories · arXiv:1612.03651Syntology community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 18 harvested samples) · 13 pointer-only (licence)
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Enriching Word Vectors with Subword Information 15 Jul 2016 · 54 repositories · arXiv:1607.04606Syntology community repositories only · 25 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (of 31 harvested samples) · 4 pointer-only (licence)