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Overview of Touché 2021: argument retrieval
This paper is a condensed report on the second year of the Touché shared task on
argument retrieval held at CLEF 2021. With the goal to provide a collaborative platform for …
argument retrieval held at CLEF 2021. With the goal to provide a collaborative platform for …
Background knowledge in ontology matching: A survey
Ontology matching is an integral part for establishing semantic interoperability. One of the
main challenges within the ontology matching operation is semantic heterogeneity, ie …
main challenges within the ontology matching operation is semantic heterogeneity, ie …
[PDF][PDF] UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors.
This paper describes our proposal for tackling Task 1 (Early Detection of Signs of
Pathological Gambling) from the CLEF 2022 eRisk Workshop. The challenge consists in the …
Pathological Gambling) from the CLEF 2022 eRisk Workshop. The challenge consists in the …
[PDF][PDF] Neural Natural Language Processing for long texts: A survey of the state-of-the-art
D Tsirmpas, I Gkionis, I Mademlis - Ar**v Prepr. Ar**v230516259, 2023 - academia.edu
Abstract The adoption of Deep Neural Networks (DNNs) has greatly benefited Natural
Language Processing (NLP) during the past decade. However, the demands of long …
Language Processing (NLP) during the past decade. However, the demands of long …
A data science approach to defining a data scientist
A Ho, A Nguyen, JL Pafford, R Slater - SMU Data Science Review, 2019 - scholar.smu.edu
In this paper, we present a common definition and list of skills for a Data Scientist using
online job postings. The overlap and ambiguity of various roles such as data scientist, data …
online job postings. The overlap and ambiguity of various roles such as data scientist, data …
[PDF][PDF] NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks.
This paper describes our participation in Task 2 (Early Detection of Signs of Pathological
Gambling) from the CLEF 2023 eRisk Workshop, addressed to detecting early signs of …
Gambling) from the CLEF 2023 eRisk Workshop, addressed to detecting early signs of …
[PDF][PDF] SimBa at CheckThat!-2022: Lexical and Semantic Similarity Based Detection of Verified Claims in an Unsupervised and Supervised Way.
A Hövelmeyer, K Boland, S Dietze - CLEF (Working Notes), 2022 - ceur-ws.org
One step in many automated fact-checking pipelines is verified claim retrieval, ie checking
whether a claim has been fact-checked before. We approach this task as a semantic textual …
whether a claim has been fact-checked before. We approach this task as a semantic textual …
CoMSum and SIBERT: A Dataset and Neural Model for Query-Based Multi-document Summarization
Document summarization compress source document (s) into succinct and information-
preserving text. A variant of this is query-based multi-document summarization (q mds) that …
preserving text. A variant of this is query-based multi-document summarization (q mds) that …
[PDF][PDF] NLP-UNED at eRisk 2024: approximate nearest neighbors with encoding refinement for early detecting signs of anorexia
This paper describes our participation in Task 2 (Early Detection of Signs of Anorexia) from
the CLEF 2024 eRisk Workshop, addressed to detecting early signs of anorexia in Social …
the CLEF 2024 eRisk Workshop, addressed to detecting early signs of anorexia in Social …
A Re-labeling approach based on approximate nearest neighbors for identifying gambling disorders in social media
This paper describes a novel approach based on Approximate Nearest Neighbors (ANN)
techniques for modifying the granularity of the label schema in the training dataset of a …
techniques for modifying the granularity of the label schema in the training dataset of a …