probing task

Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025 Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025 Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025 A layer-wise analysis of Mandarin and English suprasegmentals in SSL speech models Interspeech 2024 Document Structure in Long Document Transformers EACL 2024 Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models EACL 2024 Wave to Interlingua: Analyzing Representations of Multilingual Speech Transformers for Spoken Language Translation Interspeech 2024 How Does Pretraining Improve Discourse-Aware Translation? Interspeech 2023 Language Model Analysis for Ontology Subsumption Inference ACL 2023 Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling EMNLP 2023 Scalable Performance Analysis for Vision-Language Models ACL 2023 The Hidden Folk: Linguistic Properties Encoded in Multilingual Contextual Character Representations ACL 2023 The Locality and Symmetry of Positional Encodings EMNLP 2023 Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP 2023 Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective AAAI 2022 Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence NAACL 2022 Can Pre-trained Language Models Interpret Similes as Smart as Human? ACL 2022 Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals NAACL 2022 Do Language Models Understand Measurements? EMNLP 2022 How Well Do Multi-hop Reading Comprehension Models Understand Date Information? AACL 2022 Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases NAACL 2022 “Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ACL 2022 Life after BERT: What do Other Muppets Understand about Language? ACL 2022 New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities COLING 2022 Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022