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09/21/2023
Survey of Action Recognition, Spotting and Spatio-Temporal Localization in Soccer – Current Trends and Research Perspectives
Action scene understanding in soccer is a challenging task due to the co...
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05/26/2023
Automating the Analysis of Institutional Design in International Agreements
This paper explores the automatic knowledge extraction of formal institu...
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05/10/2023
Enriching language models with graph-based context information to better understand textual data
A considerable number of texts encountered daily are somehow connected w...
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11/28/2022
Revisiting Distance Metric Learning for Few-Shot Natural Language Classification
Distance Metric Learning (DML) has attracted much attention in image pro...
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11/28/2022
Distance Metric Learning Loss Functions in Few-Shot Scenarios of Supervised Language Models Fine-Tuning
This paper presents an analysis regarding an influence of the Distance M...
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09/02/2022
Entity Graph Extraction from Legal Acts – a Prototype for a Use Case in Policy Design Analysis
This paper presents research on a prototype developed to serve the quant...
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08/10/2022
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings
Recent years brought an increasing interest in the application of machin...
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05/31/2022
Multilingual Transformers for Product Matching – Experiments and a New Benchmark in Polish
Product matching corresponds to the task of matching identical products ...
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05/30/2022
A Deep Learning Approach for Automatic Detection of Qualitative Features of Lecturing
Artificial Intelligence in higher education opens new possibilities for ...
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03/13/2022
ProtagonistTagger – a Tool for Entity Linkage of Persons in Texts from Various Languages and Domains
Named entities recognition (NER) and disambiguation (NED) can add semant...
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03/09/2022
Automatic Language Identification for Celtic Texts
Language identification is an important Natural Language Processing task...
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01/10/2022
Polish Natural Language Inference and Factivity – an Expert-based Dataset and Benchmarks
Despite recent breakthroughs in Machine Learning for Natural Language Pr...
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12/24/2021
Spoiler in a Textstack: How Much Can Transformers Help?
This paper presents our research regarding spoiler detection in reviews....
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12/15/2021
Applying SoftTriple Loss for Supervised Language Model Fine Tuning
We introduce a new loss function TripleEntropy, to improve classificatio...
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10/04/2021
Protagonists' Tagger in Literary Domain – New Datasets and a Method for Person Entity Linkage
Semantic annotation of long texts, such as novels, remains an open chall...
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05/12/2021
Kleister: Key Information Extraction Datasets Involving Long Documents with Complex Layouts
The relevance of the Key Information Extraction (KIE) task is increasing...
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05/13/2020
Multi-modal Embedding Fusion-based Recommender
Recommendation systems have lately been popularized globally, with prima...
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03/09/2020
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models
Fashion retrieval is the challenging task of finding an exact match for ...
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03/04/2020
Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout
State-of-the-art solutions for Natural Language Processing (NLP) are abl...
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10/06/2019
Named Entity Recognition – Is there a glass ceiling?
Recent developments in Named Entity Recognition (NER) have resulted in b...
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09/11/2018
Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System
In this paper we present the results of an investigation of the importan...
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09/11/2018