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  "access_rights": "",
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  "access_rights": "",
            
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  "author": "Fr\u00e9deric Godin",
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  "author": "Fr\u00e9deric Godin",
            
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  "author_email": "",
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  "author_email": "",
            
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  "citation": [],
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  "citation": [],
            
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  "defined_in": "https://doi.org/10.48550/arXiv.1808.09551",
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  "defined_in": "https://doi.org/10.48550/arXiv.1808.09551",
            
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  "doi": "10.57702/97i8anr2",
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  "doi": "10.57702/97i8anr2",
            
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  "doi_date_published": null,
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  "doi_date_published": "2024-12-16",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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    {
            
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      "extra_author": "Kris Demuynck",
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      "extra_author": "Kris Demuynck",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Joni Dambre",
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      "extra_author": "Joni Dambre",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Wesley De Neve",
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      "extra_author": "Wesley De Neve",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Thomas Demeester",
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      "extra_author": "Thomas Demeester",
            
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      "orcid": ""
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      "orcid": ""
            
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    }
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    }
            
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  ],
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  ],
            
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      "description": "",
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      "description": "",
            
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      "display_name": "Natural Language Processing",
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      "name": "natural-language-processing",
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      "name": "natural-language-processing",
            
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      "title": "Natural Language Processing"
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      "title": "Natural Language Processing"
            
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    },
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    },
            
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    {
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    {
            
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      "description": "",
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      "description": "",
            
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      "display_name": "Neural Networks",
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      "display_name": "Neural Networks",
            
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      "name": "neural-networks",
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      "name": "neural-networks",
            
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      "title": "Neural Networks"
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      "title": "Neural Networks"
            
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    }
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    }
            
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  ],
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  "landing_page": 
            
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"https://github.com/FredericGodin/ContextualDecomposition-NLP",
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"https://github.com/FredericGodin/ContextualDecomposition-NLP",
            
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  "license_title": null,
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  "license_title": null,
            
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  "metadata_modified": "2024-12-16T20:08:21.400029",
            
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  "name": 
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  "name": 
            
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tworks-for-word-level-prediction--do-they-discover-linguistic-rules-",
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tworks-for-word-level-prediction--do-they-discover-linguistic-rules-",
            
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  "notes": "Character-level features are currently used in different 
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  "notes": "Character-level features are currently used in different 
            
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neural network-based natural language processing algorithms. However, 
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neural network-based natural language processing algorithms. However, 
            
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little is known about the character-level patterns those models learn. 
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little is known about the character-level patterns those models learn. 
            
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Moreover, models are often compared only quantitatively while a 
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Moreover, models are often compared only quantitatively while a 
            
63
qualitative analysis is missing. In this paper, we investigate which 
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qualitative analysis is missing. In this paper, we investigate which 
            
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character-level patterns neural networks learn and if those patterns 
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character-level patterns neural networks learn and if those patterns 
            
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coincide with manually-de\ufb01ned word segmentations and 
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coincide with manually-de\ufb01ned word segmentations and 
            
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annotations.",
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annotations.",
            
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distributions based on DCAT.",
            
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  "tags": [
            
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      "display_name": "character-level patterns",
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      "name": "character-level patterns",
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      "name": "linguistic rules",
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      "name": "linguistic rules",
            
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    {
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    {
            
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      "display_name": "neural networks",
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      "display_name": "neural networks",
            
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      "id": "8ef5d32b-4073-4531-87bc-4b4676fd22b8",
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      "id": "8ef5d32b-4073-4531-87bc-4b4676fd22b8",
            
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      "name": "neural networks",
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      "name": "neural networks",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "word-level prediction",
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      "display_name": "word-level prediction",
            
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      "id": "e3ee758c-a5b1-4a43-8de6-7a5c7f7776cf",
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      "id": "e3ee758c-a5b1-4a43-8de6-7a5c7f7776cf",
            
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      "name": "word-level prediction",
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      "name": "word-level prediction",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "title": "Character-Aware Neural Networks for Word-Level Prediction: 
159
  "title": "Character-Aware Neural Networks for Word-Level Prediction: 
            
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Do They Discover Linguistic Rules?",
160
Do They Discover Linguistic Rules?",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "version": ""
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  "version": ""
            
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}
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}