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model probing

25 papers

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representation learning (6174) pretrained language model (1027) multilingual model (920) reinforcement learning (4122) bias detection (419) automatic speech recognition (1764) probing analysis (58) language model (4573) vision-language model (2235) pre-trained language model (1514)

Papers

Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? EACL 2026
Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels EMNLP 2025
Do LLMs Build World Representations? Probing Through the Lens of State Abstraction NIPS 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps EMNLP 2024
Probing Critical Learning Dynamics of PLMs for Hate Speech Detection EACL 2024
EVil-Probe - a Composite Benchmark for Extensive Visio-Linguistic Probing COLING 2024
Probing Language Models for Pre-training Data Detection ACL 2024
Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models EMNLP 2024
Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing EMNLP 2024
Structured Model Probing: Empowering Efficient Transfer Learning by Structured Regularization CVPR 2024
Unveiling Concepts Learned by a World-Class Chess-Playing Agent IJCAI 2023
Deciphering Stereotypes in Pre-Trained Language Models EMNLP 2023
Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023
What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model INTERSPEECH 2023
Probing Pre-Trained Language Models for Cross-Cultural Differences in Values EACL 2023
Does Moral Code have a Moral Code? Probing Delphi’s Moral Philosophy NAACL 2022
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex NIPS 2022
Word Order Does Matter and Shuffled Language Models Know It ACL 2022
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes EMNLP 2022
Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models ACL 2022
Discourse Probing of Pretrained Language Models NAACL 2021
Investigating Negation in Pre-trained Vision-and-language Models EMNLP 2021
Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020
Probing Natural Language Inference Models through Semantic Fragments AAAI 2020
Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020