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Papers
COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations
EACL 2026
DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis
ACL 2026
GOLEMcoref: A Multilingual Coreference Dataset of Fiction
ACL 2026
Reframing Responsibility: Framing-Aware Event Causality Identification
ACL 2026
SAFARI: A Community-Engaged Approach and Dataset of Stereotype Resources in the Sub-Saharan African Context
EACL 2026
To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs
ACL 2026
Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection
COLING 2025
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection
NAACL 2025
CS-FLEURS: A Massively Multilingual and Code-Switched Speech Dataset
Interspeech 2025
Data Quality Issues in Multilingual Speech Datasets: The Need for Sociolinguistic Awareness and Proactive Language Planning
ACL 2025
Evaluating Speech Enhancement Performance Across Demographics and Language
Interspeech 2025
Findings of the WMT 2025 Shared Task of the Open Language Data Initiative
EMNLP 2025
Granary: Speech Recognition and Translation Dataset in 25 European Languages
Interspeech 2025
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction
ACL 2025
LangMark: A Multilingual Dataset for Automatic Post-Editing
ACL 2025
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
ICLR 2025
MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation
EMNLP 2025
ML-Promise: A Multilingual Dataset for Corporate Promise Verification
EMNLP 2025
No Language Data Left Behind: A Cross-Cultural Study of CJK Language Datasets in the Hugging Face Ecosystem
EMNLP 2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages
EMNLP 2025
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs
ACL 2025
PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles
ACL 2025
Principal Parts Detection for Computational Morphology: Task, Models and Benchmark
CoNLL 2025
PropXplain: Can LLMs Enable Explainable Propaganda Detection?
EMNLP 2025
SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs
Interspeech 2025