OOIR: Observatory of International Research

Papers

(The TQCC of Language Resources and Evaluation is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-07-01 to 2025-07-01.)

Article	Citations
Strategies for managing time and costs in speech corpus creation: insights from the Slovenian ARTUR corpus	60
Spelling errors made by people with dyslexia	37
Lahjoita puhetta: a large-scale corpus of spoken Finnish with some benchmarks	33
Commonsense based text mining on urban policy	28
From LIMA to DeepLIMA: following a new path of interoperability	24
A survey on geocoding: algorithms and datasets for toponym resolution	23
Hope speech detection in Spanish	22
Investigating the role of swear words in abusive language detection tasks	18
Speech acts in the Dutch COVID-19 Press Conferences	18
AC-IQuAD: Automatically Constructed Indonesian Question Answering Dataset by Leveraging Wikidata	17
The narratives of war (NoW) corpus of written testimonies of the Russia-Ukraine war	15
The Visual Language Research Corpus (VLRC): an annotated corpus of comics from Asia, Europe, and the United States	15
Brazilian Portuguese corpora for teaching and translation: the CoMET project	14
Spontaneous, controlled acts of reference between friends and strangers	13
Construction of Amharic information retrieval resources and corpora	12
Understanding conversational interaction in multiparty conversations: the EVA Corpus	11
A new evaluation method: evaluation data and metrics for Chinese grammatical error correction	11
Corpus tools for parallel corpora of theatre plays: an introduction to TAligner and ACM-theatre	10
A study on methods for revising dependency treebanks: in search of gold	10
Toxic comment classification and rationale extraction in code-mixed text leveraging co-attentive multi-task learning	9
Assessing linguistic generalisation in language models: a dataset for Brazilian Portuguese	9
Human–machine interaction in building an English reference dataset for natural language processing tasks	8
LoNLI: An Extensible Framework for Testing Diverse Logical Reasoning Capabilities for NLI	8
Utilizing phonetic similarity for cross-source and cross-language toponym matching: a benchmark and prototype	8
adaptNMT: an open-source, language-agnostic development environment for neural machine translation	8

CORAA ASR: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese	8
Perspectivist approaches to natural language processing: a survey	7
A comparative analysis of encoder only and decoder only models in intent classification and sentiment analysis: navigating the trade-offs in model size and performance	7
Automatic readability assessment for sentences: neural, hybrid and large language models	7
Sentiment analysis in Portuguese tweets: an evaluation of diverse word representation models	7
Uzbek news corpus for named entity recognition	6
An integrated framework for emotion and sentiment analysis in Tamil and Malayalam visual content	6
TCMeta: a multilingual dataset of COVID tweets for relation-level metaphor analysis	6
Labelling the past: data set creation and multi-label classification of Dutch archaeological excavation reports	6
Chinese-DiMLex: a lexicon of Chinese discourse connectives	6
UHated: hate speech detection in Urdu language using transfer learning	6
Conversion of the Spanish WordNet databases into a Prolog-readable format	6
Benchmarking Hindi-to-English direct speech-to-speech translation with synthetic data	5
VeLeSpa: An inflected verbal lexicon of Peninsular Spanish and a quantitative analysis of paradigmatic predictability	5
Slovenian parliamentary corpus siParl	5
The WASABI song corpus and knowledge graph for music lyrics analysis	5
Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain	5
DoSLex: automatic generation of all domain semantically rich sentiment lexicon	5
Open source platform for Estonian speech transcription	5
Managing, storing, and sharing long-form recordings and their annotations	5
Identifying communicative functions in discourse with content types	5
Sense through time: diachronic word sense annotations for word sense induction and Lexical Semantic Change Detection	4
Harnessing Indigenous Tweets: The Reo Māori Twitter corpus	4
Correction to: Two sepedi‑english code‑switched speech corpora	4
Studying word meaning evolution through incremental semantic shift detection	4
Language resources for clinical linguistics: introduction to the special issue	4
The ParlaMint corpora of parliamentary proceedings	4
Multi-task learning for multi-dialect Arabic sentiment classification and sarcasm detection	4
A corpus of English learners with Arabic and Hebrew backgrounds	4
Constructing a cross-document event coreference corpus for Dutch	4
KurdiSent: a corpus for kurdish sentiment analysis	4
PolitePEER: does peer review hurt? A dataset to gauge politeness intensity in the peer reviews	4
Developing and testing syllabification systems for South African Sesotho	4
ArgRewrite V.2: an annotated argumentative revisions corpus	4
Abstractive text summarization and new large-scale datasets for agglutinative languages Turkish and Hungarian	4
OMCD: Offensive Moroccan Comments Dataset	3
Design and construction of Guayaquil radio speech corpus (CHARG)	3
Using BERT models for breast cancer diagnosis from Turkish radiology reports	3
Benchmark of public intent recognition services	3
FullStop: punctuation and segmentation prediction for Dutch with transformers	3
Sentiment analysis dataset in Moroccan dialect: bridging the gap between Arabic and Latin scripted dialect	3
The limitations of irony detection in Dutch social media	3
Finnish parliament ASR corpus	3
Correction: COLLIE: a broad-coverage ontology and lexicon of verbs in English	3
DILLo: an Italian lexical database for speech-language pathologists	3
kidsNARRATE: a versatile corpus for studying Chinese-english bilingual L2 narrative skills in preschoolers	3
Creation of a gold standard Dutch corpus of clinical notes for adverse drug event detection: the Dutch ADE corpus	3
Correction: Cross-linguistically consistent semantic and syntactic annotation of child-directed speech	3
The Hmong Medical Corpus: a biomedical corpus for a minority language	3
OLID-BR: offensive language identification dataset for Brazilian Portuguese	2

A sequence labelling approach for automatic analysis of ello: tagging pronouns, antecedents, and connective phrases	2
Correction to: Resources for Turkish natural language processing: A critical survey	2
Automatic genre identification: a survey	2
HASTIKA: hate speech and target identification in Kannada-English code-mixed text	2
Multi-domain adaptation for named entity recognition with multi-aspect relevance learning	2
COLLIE: a broad-coverage ontology and lexicon of verbs in English	2
Aspect-based multimodal sentiment analysis via employing visual-to-emotional-caption translation network using visual-caption pairs	2
Comparative performance of ensemble machine learning for Arabic cyberbullying and offensive language detection	2
A tale of four parsers: methodological reflections on diagnostic evaluation and in-depth error analysis for meaning representation parsing	2
MarIA and BETO are sexist: evaluating gender bias in large language models for Spanish	2
Assessment of pragmatic abilities and cognitive substrates (APACS) brief remote: a novel tool for the rapid and tele-evaluation of pragmatic skills in Italian	2
Correction to: Semi-automation of gesture annotation by machine learning and human collaboration	2
A Chinese natural speech complex emotion dataset based on emotion vector annotation method	2
MulCogBench: a multi-modal cognitive benchmark dataset for evaluating Chinese and English computational language models	2
Multi-layered semantic annotation and the formalisation of annotation schemas for the investigation of modality in a Latin corpus	2
Text complexity of open educational resources in Portuguese: mixing written and spoken registers in a multi-task approach	2
Evaluation of a rule-based approach to automatic factual question generation using syntactic and semantic analysis	2
Investigating interoperable event corpora: limitations of reusability of resources and portability of models	2
A Spanish dataset for reproducible benchmarked offline handwriting recognition	2
Examining inferred author and textual correlates of harmful language annotation	2
Sentiment analysis in low-resource contexts: BERT’s impact on Central Kurdish	2
RUN-AS: a novel approach to annotate news reliability for disinformation detection	2
FinnSentiment: a Finnish social media corpus for sentiment polarity annotation	2
Detection of political hate speech in Korean language	2
SOLD: Sinhala offensive language dataset	2
Normalized dataset for Sanskrit word segmentation and morphological parsing	2
Detecting explicit lyrics: a case study in Italian music	2
PARSEME-AR: Arabic reference corpus for multiword expressions using PARSEME annotation guidelines	2