statistical analysis

89 papers

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large language model (12755) text classification (6776) evaluation metric (415) machine translation (2472) model evaluation (442) corpus linguistics (233) human evaluation (375) text generation (2903) text analysis (164) evaluation methodology (108)

Papers

Factoring Hate Speech: A New Annotation Framework to Study Hate Speech in Social Media ACL 2023

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain EMNLP 2023

Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023

Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment INTERSPEECH 2022

Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics ACL 2022

Quantified Reproducibility Assessment of NLP Results ACL 2022

How to Sample Approval Elections? IJCAI 2022

Game Balancing in Dominion: An Approach to Identifying Problematic Game Elements AAAI 2022

Investigating phonological theories with crowd-sourced data: The Inventory Size Hypothesis in the light of Lingua Libre NAACL 2022

Bounding and Approximating Intersectional Fairness through Marginal Fairness NIPS 2022

A Pilot Study on the Collection and Computational Analysis of Linguistic Differences Amongst Men and Women in a Kuwaiti Arabic WhatsApp Dataset EMNLP 2022

Automated Evaluation Metric for Terminology Consistency in MT EMNLP 2022

Data-efficient end-to-end Information Extraction for Statistical Legal Analysis EMNLP 2022

Estimating the Entropy of Linguistic Distributions ACL 2022

Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020 ACL 2021

A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination EMNLP 2021

Measuring Prefixation and Suffixation in the Languages of the World NAACL 2021

How to Evaluate a Summarizer: Study Design and Statistical Analysis for Manual Linguistic Quality Evaluation EACL 2021

Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability ACL 2021

LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction SEMEVAL 2021

Developmental Changes of Vowel Acoustics in Adolescents INTERSPEECH 2021

On the Stability of System Rankings at WMT EMNLP 2021

What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think EMNLP 2021

Replicating and Extending “Because Their Treebanks Leak”: Graph Isomorphism, Covariants, and Parser Performance ACL 2021

Replicating and Extending “Because Their Treebanks Leak”: Graph Isomorphism, Covariants, and Parser Performance IJCNLP 2021