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

Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments ACL 2022

WikiOmnia: filtration and evaluation of the generated QA corpus on the whole Russian Wikipedia EMNLP 2022

e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022

OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters NIPS 2022

WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation EMNLP 2022

SQuALITY: Building a Long-Document Summarization Dataset the Hard Way EMNLP 2022

Automating Claim Construction in Patent Applications: The CMUmine Dataset EMNLP 2021

Dynabench: Rethinking Benchmarking in NLP NAACL 2021

Models and Datasets for Cross-Lingual Summarisation EMNLP 2021

A Novel Wikipedia based Dataset for Monolingual and Cross-Lingual Summarization EMNLP 2021

SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents EMNLP 2021

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts EMNLP 2021

A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit CONLL 2021

AraFacts: The First Large Arabic Dataset of Naturally Occurring Claims EACL 2021

ALaSca: an Automated approach for Large-Scale Lexical Substitution IJCAI 2021

Abusive Language on Social Media Through the Legal Looking Glass ACL 2021

Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation EMNLP 2021

ParaShoot: A Hebrew Question Answering Dataset EMNLP 2021

WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia NAACL 2021

SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes AAAI 2021

WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation IJCNLP 2021

A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL 2020

Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options AACL 2020

doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset EMNLP 2020

Resource Creation and Evaluation of Aspect Based Sentiment Analysis in Urdu AACL 2020