dataset creation

115 papers

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text classification (6776) large language model (12755) question answering (2904) low-resource language (2234) machine translation (2472) multilingual nlp (1423) hate speech detection (716) natural language processing (2027) natural language inference (1278) named entity recognition (2801)

Papers

Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets EMNLP 2024

Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration EMNLP 2024

You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024

POLygraph: Polish Fake News Dataset ACL 2024

The Power of Summary-Source Alignments ACL 2024

LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024

Machine Translation Evaluation Benchmark for Wu Chinese: Workflow and Analysis EMNLP 2024

MatSynth: A Modern PBR Materials Dataset CVPR 2024

ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies NAACL 2024

K-UniMorph: Korean Universal Morphology and its Feature Schema ACL 2023

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023

LR-Sum: Summarization for Less-Resourced Languages ACL 2023

Towards Understanding Omission in Dialogue Summarization ACL 2023

GameQA: Gamified Mobile App Platform for Building Multiple-Domain Question-Answering Datasets EACL 2023

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL 2023

Transcribing Vocal Communications of Domestic Shiba lnu Dogs ACL 2023

JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023

ArTrivia: Harvesting Arabic Wikipedia to Build A New Arabic Question Answering Dataset EMNLP 2023

What is the Real Intention behind this Question? Dataset Collection and Intention Classification ACL 2023

A Framework for Automatic Generation of Spoken Question-Answering Data EMNLP 2022

Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair NAACL 2022

Towards Responsible Natural Language Annotation for the Varieties of Arabic ACL 2022

Unifying Panoptic Segmentation for Autonomous Driving CVPR 2022

APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022

“#DisabledOnIndianTwitter” : A Dataset towards Understanding the Expression of People with Disabilities on Indian Twitter AACL 2022