statistical analysis

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 Statistical Framework for Ranking LLM-based Chatbots ICLR 2025 Collective Memory and Narrative Cohesion: A Computational Study of Palestinian Refugee Oral Histories in Lebanon COLING 2025 Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 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 From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification CoNLL 2025 ReproHum #0669-08: Reproducing Sentiment Transfer Evaluation ACL 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 Analysing and Validating Language Complexity Metrics Across South American Indigenous Languages ACL 2024 Analyzing and Mitigating Object Hallucination in Large Vision-Language Models ICLR 2024 Are Large Language Models Good Statisticians? NeurIPS 2024 Assessing Image-Captioning Models: A Novel Framework Integrating Statistical Analysis and Metric Patterns COLING 2024 Combining Grammatical and Relational Approaches. A Hybrid Method for the Identification of Candidate Collocations from Corpora COLING 2024 Cross-Lingual Examination of Language Features and Cognitive Scores From Free Speech COLING 2024 Experimental evaluation of MOS, AB and BWS listening test designs Interspeech 2024 Finding Replicable Human Evaluations via Stable Ranking Probability NAACL 2024 Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NeurIPS 2024 NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus EACL 2024 ServiceLab: Preventing Tiny Performance Regressions at Hyperscale through Pre-Production Testing OSDI 2024 Who Finds This Voice Attractive? A Large-Scale Experiment Using In-the-Wild Data Interspeech 2024 Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain EMNLP 2023 Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora? Interspeech 2023 Factoring Hate Speech: A New Annotation Framework to Study Hate Speech in Social Media ACL 2023