embedding analysis

Language Models Do Not Embed Numbers Continuously (Student Abstract) AAAI 2026 Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025 A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models ACL 2025 Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models AAAI 2025 How Programming Concepts and Neurons Are Shared in Code Language Models ACL 2025 Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs EMNLP 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025 On the Mutual Influence of Gender and Occupation in LLM Representations ACL 2025 Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025 Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025 Transfer of Structural Knowledge from Synthetic Languages ACL 2025 A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024 Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection EMNLP 2024 Searching for Structure: Appraising the Organisation of Speech Features in wav2vec 2.0 Embeddings Interspeech 2024 Team MLab at SemEval-2024 Task 8: Analyzing Encoder Embeddings for Detecting LLM-generated Text SemEval 2024 Discovering Universal Geometry in Embeddings with ICA EMNLP 2023 Multilingual Language Models are not Multicultural: A Case Study in Emotion ACL 2023 Outlier Dimensions Encode Task Specific Knowledge EMNLP 2023 Extracting Operator Trees from Model Embeddings EMNLP 2022 IsoScore: Measuring the Uniformity of Embedding Space Utilization ACL 2022 Negation, Coordination, and Quantifiers in Contextualized Language Models COLING 2022 Probing for Understanding of English Verb Classes and Alternations in Large Pre-trained Language Models EMNLP 2022 AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings COLING 2020 Do Word Embeddings Capture Spelling Variation? COLING 2020