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Found 41 papers, 4 papers with code
A Comparison of Sense-level Sentiment Scores
In this paper, we compare a variety of sense-tagged sentiment resources, including SentiWordNet, ML-Senticon, plWordNet emo and the NTU Multilingual Corpus.
plWordNet 4.1 - a Linguistically Motivated, Corpus-based Bilingual Resource
The paper presents the latest release of the Polish WordNet, namely plWordNet 4. 1.
Deep Neural Representations for Multiword Expressions Detection
Effective methods for multiword expressions detection are important for many technologies related to Natural Language Processing.
A (Non)-Perfect Match: Mapping plWordNet onto PrincetonWordNet
The paper reports on the methodology and final results of a large-scale synset mapping between plWordNet and Princeton WordNet.
plWordNet 3.0 – Almost There
It took us nearly ten years to get from no wordnet for Polish to the largest wordnet ever built.
plWordNet in Word Sense Disambiguation task
The paper explores the application of plWordNet, a very large wordnet of Polish, in weakly supervised Word Sense Disambiguation (WSD).
Neural Language Models vs Wordnet-based Semantically Enriched Representation in CST Relation Recognition
Neural language models, including transformer-based models, that are pre-trained on very large corpora became a common way to represent text in various tasks, including recognition of textual semantic relations, e. g. Cross-document Structure Theory.
Wordnet-based Evaluation of Large Distributional Models for Polish
The paper presents construction of large scale test datasets for word embeddings on the basis of a very large wordnet.
Context-sensitive Sentiment Propagation in WordNet
In this paper we present a comprehensive overview of recent methods of the sentiment propagation in a wordnet.
Recognition of Hyponymy and Meronymy Relations in Word Embeddings for Polish
Word embeddings were used for the extraction of hyponymy relation in several approaches, but also it was recently shown that they should not work, in fact.
Towards Mapping Thesauri onto plWordNet
plWordNet, the wordnet of Polish, has become a very comprehensive description of the Polish lexical system.
Implementation of the Verb Model in plWordNet 4.0
The paper presents an expansion of the verb model for plWordNet – the wordnet of Polish.
Towards Emotive Annotation in plWordNet 4.0
The paper presents an approach to building a very large emotive lexicon for Polish based on plWordNet.
WordnetLoom – a Multilingual Wordnet Editing System Focused on Graph-based Presentation
The paper presents a new re-built and expanded, version 2. 0 of WordnetLoom – an open wordnet editor.
Lexical Perspective on Wordnet to Wordnet Mapping
The paper presents a feature-based model of equivalence targeted at (manual) sense linking between Princeton WordNet and plWordNet.
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction
Advancements in AI and natural language processing have revolutionized machine-human language interactions, with question answering (QA) systems playing a pivotal role.
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language
In this work, inspired by mMARCO and Mr.~TyDi datasets, we translated all accessible open IR datasets into Polish, and we introduced the BEIR-PL benchmark -- a new benchmark which comprises 13 datasets, facilitating further development, training and evaluation of modern Polish language models for IR tasks.
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish
In this paper, we introduce LEPISZCZE (the Polish word for glew, the Middle English predecessor of glue), a new, comprehensive benchmark for Polish NLP with a large variety of tasks and high-quality operationalization of the benchmark.
Brand-Product Relation Extraction Using Heterogeneous Vector Space Representations
Relation Extraction is a fundamental NLP task.
Sparse Coding in Authorship Attribution for Polish Tweets
The study explores application of a simple Convolutional Neural Network for the problem of authorship attribution of tweets written in Polish.
Tagger for Polish Computer Mediated Communication Texts
In this paper we present a morpho-syntactic tagger dedicated to Computer-mediated Communication texts in Polish.
Word Sense Disambiguation based on Constrained Random Walks in Linked Semantic Networks
Word Sense Disambiguation remains a challenging NLP task.
Graph-Based Approach to Recognizing CST Relations in Polish Texts
Similarity between sentences is calculated from graph, and the similarity values are input to classifiers trained by Logistic Model Tree.
Recognition of Genuine Polish Suicide Notes
In this article we present the result of the recent research in the recognition of genuine Polish suicide notes (SNs).
plWordNet 3.0 -- a Comprehensive Lexical-Semantic Resource
We have released plWordNet 3. 0, a very large wordnet for Polish.
WordNet2Vec: Corpora Agnostic Word Vectorization Method
Since WordNet embeds natural language in the form of a complex network, a transformation mechanism WordNet2Vec is proposed in the paper.
Ruled-based, Interlingual Motivated Mapping of plWordNet onto SUMO Ontology
In this paper we study a rule-based approach to mapping plWordNet onto SUMO Upper Ontology on the basis of the already existing mappings: plWordNet -- the Princeton WordNet -- SUMO.
Constraint Based Description of Polish Multiword Expressions
The proposed representation was applied on a practical scale for the description of a large set of Polish MWEs included in plWordNet.
Recognition of Polish Derivational Relations Based on Supervised Learning Scheme
The paper presents construction of {\textbackslash}emph{Derywator} -- a language tool for the recognition of Polish derivational relations.
Tools for plWordNet Development. Presentation and Perspectives
Building a wordnet is a serious undertaking.
