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Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications
In: ISSN: 1751-5858 ; EISSN: 1751-5866 ; International Journal of Intelligent Information and Database Systems ; https://hal.inrae.fr/hal-03616243 ; International Journal of Intelligent Information and Database Systems, Inderscience, 2022, 15 (1), pp.78. ⟨10.1504/IJIIDS.2022.120146⟩ (2022)
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2
MEduKG: A Deep-Learning-Based Approach for Multi-Modal Educational Knowledge Graph Construction
In: Information; Volume 13; Issue 2; Pages: 91 (2022)
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3
Prosodic Feature-Based Discriminatively Trained Low Resource Speech Recognition System
In: Sustainability; Volume 14; Issue 2; Pages: 614 (2022)
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4
Atténuer les erreurs de numérisation dans la reconnaissance d'entités nommées pour les documents historiques
In: Conférence en Recherche d'Informations et Applications (CORIA 2021) ; https://hal.archives-ouvertes.fr/hal-03320332 ; Conférence en Recherche d'Informations et Applications (CORIA 2021), ARIA : Association Francophone de Recherche d’Information (RI) et Applications, Apr 2021, Grenoble (virtuel), France. pp.1 - 7 ; http://coria.asso-aria.org/2021/articles/mini_24/main.pdf (2021)
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5
LILLIE : information extraction and database integration using linguistics and learning-based algorithms ...
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6
Exploring Construction of a Company Domain-Specific Knowledge Graph from Financial Texts Using Hybrid Information Extraction
Jen, Chun-Heng. - : KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021
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7
Data for Cyrillic Reference Parsing ...
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8
Data for Training and Evaluating Metadata Extraction Models based on 15 Thousand Cyrillic Script Publications ...
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Data for Training and Evaluating Metadata Extraction Models based on 15 Thousand Cyrillic Script Publications ...
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10
Data for Cyrillic Reference Parsing ...
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11
Automatic Error Type Annotation for Arabic ...
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12
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training ...
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13
HittER: Hierarchical Transformers for Knowledge Graph Embeddings ...
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14
AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions ...
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15
Corpus-based Open-Domain Event Type Induction ...
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16
Extracting Event Temporal Relations via Hyperbolic Geometry ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.636/ Abstract: Detecting events and their evolution through time is a crucial task in natural language understanding. Recent neural approaches to event temporal relation extraction typically map events to embeddings in the Euclidean space and train a classifier to detect temporal relations between event pairs. However, embeddings in the Euclidean space cannot capture richer asymmetric relations such as event temporal relations. We thus propose to embed events into hyperbolic spaces, which are intrinsically oriented at modeling hierarchical structures. We introduce two approaches to encode events and their temporal relations in hyperbolic spaces. One approach leverages hyperbolic embeddings to directly infer event relations through simple geometrical operations. In the second one, we devise an end-to-end architecture composed of hyperbolic neural units tailored for the temporal relation extraction task. Thorough experimental assessments on widely ...
Keyword: Computational Linguistics; Information Extraction; Machine Learning; Machine Learning and Data Mining; Natural Language Processing
URL: https://dx.doi.org/10.48448/z705-je03
https://underline.io/lecture/37328-extracting-event-temporal-relations-via-hyperbolic-geometry
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17
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss ...
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18
Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention ...
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19
Corrected CBOW Performs as well as Skip-gram ...
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20
An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing ...
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