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

Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation AAAI 2026

How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages EACL 2026

A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models AACL 2025

Testing English News Articles for Lexical Homogenization Due to Widespread Use of Large Language Models ACL 2025

Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025

Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025

ReproHum #0669-08: Reproducing Sentiment Transfer Evaluation ACL 2025

From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification CONLL 2025

Exploring the Impact of Age and Class Level on Emotional Perception: A Study of Nigerian Secondary School Girls Using the Reading the Mind in the Eyes Test (Student Abstract) AAAI 2025

Collective Memory and Narrative Cohesion: A Computational Study of Palestinian Refugee Oral Histories in Lebanon COLING 2025

Assessing Image-Captioning Models: A Novel Framework Integrating Statistical Analysis and Metric Patterns COLING 2024

Are Large Language Models Good Statisticians? NIPS 2024

Combining Grammatical and Relational Approaches. A Hybrid Method for the Identification of Candidate Collocations from Corpora COLING 2024

NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus EACL 2024

Experimental evaluation of MOS, AB and BWS listening test designs INTERSPEECH 2024

Cross-Lingual Examination of Language Features and Cognitive Scores From Free Speech COLING 2024

Analysing and Validating Language Complexity Metrics Across South American Indigenous Languages ACL 2024

Who Finds This Voice Attractive? A Large-Scale Experiment Using In-the-Wild Data INTERSPEECH 2024

Finding Replicable Human Evaluations via Stable Ranking Probability NAACL 2024

ServiceLab: Preventing Tiny Performance Regressions at Hyperscale through Pre-Production Testing OSDI 2024

Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NIPS 2024

Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023

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

NLPositionality: Characterizing Design Biases of Datasets and Models ACL 2023