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Found 39 papers, 2 papers with code
The Role of the WordNet Relations in the Knowledge-based Word Sense Disambiguation Task
In this paper we present an analysis of different semantic relations extracted from WordNet, Extended WordNet and SemCor, with respect to their role in the task of knowledge-based word sense disambiguation.
The Bulgarian Event Corpus: Overview and Initial NER Experiments
It will be used for: extracting knowledge and making it available through the Bulgaria-centric Knowledge Graph; further developing an annotation scheme that handles multiple domains in SSH; training automatic modules for the most important knowledge-based tasks, such as domain-specific and nested NER, NEL, event detection and profiling.
Monitoring Fact Preservation, Grammatical Consistency and Ethical Behavior of Abstractive Summarization Neural Models
The paper describes a system for automatic summarization in English language of online news data that come from different non-English languages.
Aligning the Bulgarian BTB WordNet with the Bulgarian Wikipedia
The paper reports on an ongoing work that manually maps the Bulgarian WordNet BTB-WN with Bulgarian Wikipedia.
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
We run the first systematic evaluation of pre-trained language models for Bulgarian, comparing and contrasting results across the nine tasks in the benchmark.
Reconstructing NER Corpora: a Case Study on Bulgarian
The paper reports on the usage of deep learning methods for improving a Named Entity Recognition (NER) training corpus and for predicting and annotating new types in a test corpus.
A Multilingual Evaluation Dataset for Monolingual Word Sense Alignment
Aligning senses across resources and languages is a challenging task with beneficial applications in the field of natural language processing and electronic lexicography.
Feature-Rich Part-of-speech Tagging for Morphologically Complex Languages: Application to Bulgarian
We present experiments with part-of-speech tagging for Bulgarian, a Slavic language with rich inflectional and derivational morphology.
Know Your Graph. State-of-the-Art Knowledge-Based WSD
This paper introduces several improvements over the current state of the art in knowledge-based word sense disambiguation.
A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition
We propose a morphologically informed model for named entity recognition, which is based on LSTM-CRF architecture and combines word embeddings, Bi-LSTM character embeddings, part-of-speech (POS) tags, and morphological information.
Modeling MWEs in BTB-WN
The paper presents the characteristics of the predominant types of MultiWord expressions (MWEs) in the BulTreeBank WordNet {--} BTB-WN.
Towards Lexical Chains for Knowledge-Graph-based Word Embeddings
Word vectors with varying dimensionalities and produced by different algorithms have been extensively used in NLP.
Bulgarian-English and English-Bulgarian Machine Translation: System Design and Evaluation
The paper presents a deep factored machine translation (MT) system between English and Bulgarian languages in both directions.
Annotation of Clinical Narratives in Bulgarian language
In this paper we describe annotation process of clinical texts with morphosyntactic and semantic information.
QTLeap WSD/NED Corpora: Semantic Annotation of Parallel Corpora in Six Languages
This work presents parallel corpora automatically annotated with several NLP tools, including lemma and part-of-speech tagging, named-entity recognition and classification, named-entity disambiguation, word-sense disambiguation, and coreference.
A System for Experiments with Dependency Parsers
In this paper we present a system for experimenting with combinations of dependency parsers.
Constituency Parsing of Bulgarian: Word- vs Class-based Parsing
In this paper, we report the obtained results of two constituency parsers trained with BulTreeBank, an HPSG-based treebank for Bulgarian.
Linguistic Analysis Processing Line for Bulgarian
This paper presents a linguistic processing pipeline for Bulgarian including morphological analysis, lemmatization and syntactic analysis of Bulgarian texts.
A Treebank-driven Creation of an OntoValence Verb lexicon for Bulgarian
The paper presents a treebank-driven approach to the construction of a Bulgarian valence lexicon with ontological restrictions over the inner participants of the event.
The Political Speech Corpus of Bulgarian
The paper introduces the Political Speech Corpus of Bulgarian.
