Search Results for author:
Found 49 papers, 11 papers with code
Constructing an Annotated Corpus of Verbal MWEs for English
This paper describes the construction and annotation of a corpus of verbal MWEs for English, as part of the PARSEME Shared Task 1. 1 on automatic identification of verbal MWEs.
Temporal Analysis of Entity Relatedness and its Evolution using Wikipedia and DBpedia
We then show that integrating multiple time frames in our methods can give a better overall similarity demonstrating that temporal evolution can have an important effect on entity relatedness.
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network
Evaluations against several baseline embedding models, e. g., Word2Vec and GloVe yield up to 92. 30%, 82. 25%, and 90. 45% F1-scores in case of document classification, sentiment analysis, and hate speech detection, respectively during 5-fold cross-validation tests.
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability
With regard to the wider area of AI/LT platform interoperability, we concentrate on two core aspects: (1) cross-platform search and discovery of resources and services; (2) composition of cross-platform service workflows.
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English
However, very few resources are available for code-mixed data to create models specific for this data.
Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English Text
One such application is to analyse the popular sentiments of videos on social media based on viewer comments.
ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text
Code mixing is a common phenomena in multilingual societies where people switch from one language to another for various reasons.
A Survey of Orthographic Information in Machine Translation
It introduces under-resourced languages in terms of machine translation and how orthographic information can be utilised to improve machine translation.
Contextual Modulation for Relation-Level Metaphor Identification
Identifying metaphors in text is very challenging and requires comprehending the underlying comparison.
Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation
Conversational recommender systems focus on the task of suggesting products to users based on the conversation flow.
Unsupervised Deep Language and Dialect Identification for Short Texts
Automatic Language Identification (LI) or Dialect Identification (DI) of short texts of closely related languages or dialects, is one of the primary steps in many natural language processing pipelines.
DravidianMultiModality: A Dataset for Multi-modal Sentiment Analysis in Tamil and Malayalam
This is the first multimodal sentiment analysis dataset for Tamil and Malayalam by volunteer annotators.
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text
This paper describes the development of a multilingual, manually annotated dataset for three under-resourced Dravidian languages generated from social media comments.
Findings of the Sentiment Analysis of Dravidian Languages in Code-Mixed Text
We received 22 systems for Tamil-English, 15 systems for Malayalam-English, and 15 for Kannada-English.
Empowering recommender systems using automatically generated Knowledge Graphs and Reinforcement Learning
Personalized recommendations have a growing importance in direct marketing, which motivates research to enhance customer experiences by knowledge graph (KG) applications.
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages
We train an encoder to gain morphological knowledge of a language and transfer the knowledge to perform unsupervised and weakly-supervised cognate detection tasks with and without the pivot language for the closely-related languages.
Text Detoxification as Style Transfer in English and Hindi
This task contributes to safer and more respectful online communication and can be considered a Text Style Transfer (TST) task, where the text style changes while its content is preserved.
MaCmS: Magahi Code-mixed Dataset for Sentiment Analysis
The present paper introduces new sentiment data, MaCMS, for Magahi-Hindi-English (MHE) code-mixed language, where Magahi is a less-resourced minority language.
Towards a Linking between WordNet and Wikidata
WordNet is the most widely used lexical resource for English, while Wikidata is one of the largest knowledge graphs of entity and concepts available.
Mapping WordNet Instances to Wikipedia
Lexical resource differ from encyclopaedic resources and represent two distinct types of resource covering general language and named entities respectively.
Improving Wordnets for Under-Resourced Languages Using Machine Translation
In addition to that, we carried out a manual evaluation of the translations for the Tamil language, where we demonstrate that our approach can aid in improving wordnet resources for under-resourced Dravidian languages.
Towards a Crowd-Sourced WordNet for Colloquial English
Princeton WordNet is one of the most widely-used resources for natural language processing, but is updated only infrequently and cannot keep up with the fast-changing usage of the English language on social media platforms such as Twitter.
Bilingual Lexicon Induction across Orthographically-distinct Under-Resourced Dravidian Languages
Bilingual lexicons are a vital tool for under-resourced languages and recent state-of-the-art approaches to this leverage pretrained monolingual word embeddings using supervised or semi-supervised approaches.
The GlobalWordNet Formats: Updates for 2020
The Global Wordnet Formats have been introduced to enable wordnets to have a common representation that can be integrated through the Global WordNet Grid.
Monolingual Word Sense Alignment as a Classification Problem
Words are defined based on their meanings in various ways in different resources.
Cross-lingual Sentence Embedding using Multi-Task Learning
We demonstrate the efficacy of an unsupervised as well as a weakly supervised variant of our framework on STS, BUCC and Tatoeba benchmark tasks.
CogALex-VI Shared Task: Bidirectional Transformer based Identification of Semantic Relations
This paper presents a bidirectional transformer based approach for recognising semantic relationships between a pair of words as proposed by CogALex VI shared task in 2020.
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector
This method allows predictive coding methods to be rapidly developed for new regulations and markets.
Towards the Construction of a WordNet for Old English
In this paper we will discuss our preliminary work towards the construction of a WordNet for Old English, taking our inspiration from other similar WN construction projects for ancient languages such as Ancient Greek, Latin and Sanskrit.
Towards Classification of Legal Pharmaceutical Text using GAN-BERT
Pharmaceutical text classification is an important area of research for commercial and research institutions working in the pharmaceutical domain.
MHE: Code-Mixed Corpora for Similar Language Identification
This data-set is the first Magahi-Hindi-English code-mixed data-set for similar language identification task.
ULD-NUIG at Social Media Mining for Health Applications (#SMM4H) Shared Task 2021
Social media platforms such as Twitter and Facebook have been utilised for various research studies, from the cohort-level discussion to community-driven approaches to address the challenges in utilizing social media data for health, clinical and biomedical information.
English WordNet 2019 – An Open-Source WordNet for English
We describe the release of a new wordnet for English based on the Princeton WordNet, but now developed under an open-source model.
NUIG-Panlingua-KMI Hindi-Marathi MT Systems for Similar Language Translation Task @ WMT 2020
NUIG-Panlingua-KMI submission to WMT 2020 seeks to push the state-of-the-art in Similar Language Translation Task for Hindi↔Marathi language pair.
Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada
Detecting offensive language in social media in local languages is critical for moderating user-generated content.
Bengali and Magahi PUD Treebank and Parser
A preliminary set of sentences was annotated manually - 600 for Bengali and 200 for Magahi.
Linghub2: Language Resource Discovery Tool for Language Technologies
Language resources are a key component of natural language processing and related research and applications.
Findings of the Shared Task on Machine Translation in Dravidian languages
This paper describes the datasets used, the methodology used for the evaluation of participants, and the experiments’ overall results.
