Probing Pretrained Language Models for Lexical Semantics

12 October 2020

Papers citing "Probing Pretrained Language Models for Lexical Semantics"

50 / 129 papers shown

Title
Geospatial Mechanistic Interpretability of Large Language Models Stef De Sabbata Stefano Mizzaro Kevin Roitero AI4CE 37 0 0 06 May 2025
Linguistic Interpretability of Transformer-based Language Models: a systematic review Miguel López-Otal Jorge Gracia Jordi Bernad Carlos Bobed Lucía Pitarch-Ballesteros Emma Anglés-Herrero VLM 36 0 0 09 Apr 2025
Layers at Similar Depths Generate Similar Activations Across LLM Architectures Christopher Wolfram Aaron Schein 31 0 0 03 Apr 2025
Construction Identification and Disambiguation Using BERT: A Case Study of NPN Wesley Scivetti Nathan Schneider 44 0 0 24 Mar 2025
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models Haoyang Li Xuejia Chen Zhanchao Xu Darian Li Nicole Hu ... Heng Chang Luyu Qiu C. Zhang Qing Li Lei Chen LRM ELM 40 1 0 16 Feb 2025
Investigating Idiomaticity in Word Representations Wei He Tiago Kramer Vieira Marcos García Carolina Scarton M. Idiart Aline Villavicencio 36 1 0 04 Nov 2024
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces Ahmed Oumar El-Shangiti Tatsuya Hiraoka Hilal AlQuabeh Benjamin Heinzerling Kentaro Inui 44 1 0 17 Oct 2024
From Tokens to Words: On the Inner Lexicon of LLMs Guy Kaplan Matanel Oren Yuval Reif Roy Schwartz 48 12 0 08 Oct 2024
Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective Taelin Karidi Eitan Grossman Omri Abend 26 1 0 07 Oct 2024
Distilling Monolingual and Crosslingual Word-in-Context Representations Yuki Arase Tomoyuki Kajiwara 17 0 0 13 Sep 2024
Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing Hanna Abi Akl BDL 42 0 0 27 Aug 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training Hetong Wang Pasquale Minervini E. Ponti 39 8 0 19 Jun 2024
LGDE: Local Graph-based Dictionary Expansion Dominik J. Schindler Sneha Jha Xixuan Zhang Kilian Buehling Annett Heft Mauricio Barahona 42 0 0 13 May 2024
Word-specific tonal realizations in Mandarin Yu-Ying Chuang Melanie J. Bell Yu-Hsiang Tseng R. Baayen 43 5 0 11 May 2024
Bridging Vision and Language Spaces with Assignment Prediction Jungin Park Jiyoung Lee Kwanghoon Sohn VLM 37 7 0 15 Apr 2024
Adjusting Interpretable Dimensions in Embedding Space with Human Judgments Katrin Erk Marianna Apidianaki 24 3 0 03 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 27 36 0 01 Apr 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 76 25 0 01 Apr 2024
Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings Hanane Kteich Na Li Usashi Chatterjee Zied Bouraoui Steven Schockaert 19 0 0 25 Mar 2024
Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models Zhixue Zhao Nikolaos Aletras 37 3 0 19 Mar 2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations Mingxu Tao Quzhe Huang Kun Xu Liwei Chen Yansong Feng Dongyan Zhao 26 5 0 27 Feb 2024
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations Aina Garí Soler Matthieu Labeau Chloé Clavel VLM 42 2 0 22 Feb 2024
Self-Augmented In-Context Learning for Unsupervised Word Translation Yaoyiran Li Anna Korhonen Ivan Vulić 24 5 0 15 Feb 2024
Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models Sara Rajaee Christof Monz 30 3 0 03 Feb 2024
Semantics of Multiword Expressions in Transformer-Based Models: A Survey Filip Miletic Sabine Schulte im Walde 42 6 0 27 Jan 2024
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task Linghan Zheng Hui Liu Xiaojun Lin Jiayuan Dong Yue Sheng Gang Shi Zhiwei Liu Hongwei Chen 24 0 0 16 Jan 2024
MLPs Compass: What is learned when MLPs are combined with PLMs? Li Zhou Wenyu Chen Yong Cao DingYi Zeng Wanlong Liu Hong Qu 44 0 0 03 Jan 2024
Probing Pretrained Language Models with Hierarchy Properties Jesús Lovón-Melgarejo José G. Moreno Romaric Besançon Olivier Ferret L. Tamine 11 3 0 15 Dec 2023
Systematic word meta-sense extension Lei Yu 28 1 0 21 Nov 2023
Large Language Models for Robotics: A Survey Fanlong Zeng Wensheng Gan Yongheng Wang Ning Liu Philip S. Yu LM&Ro 124 125 0 13 Nov 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding Ruyao Xu Taolin Zhang Chengyu Wang Zhongjie Duan Cen Chen Minghui Qiu Dawei Cheng Xiaofeng He Weining Qian 27 0 0 12 Nov 2023
GIST: Generated Inputs Sets Transferability in Deep Learning Florian Tambon Foutse Khomh G. Antoniol AAML 37 1 0 01 Nov 2023
Counterfactually Probing Language Identity in Multilingual Models Anirudh Srinivasan Venkata S Govindarajan Kyle Mahowald 21 1 0 29 Oct 2023
Unraveling Feature Extraction Mechanisms in Neural Networks Xiaobing Sun Jiaxi Li Wei Lu 18 0 0 25 Oct 2023
Evaluating, Understanding, and Improving Constrained Text Generation for Large Language Models Xiang Chen Xiaojun Wan 27 0 0 25 Oct 2023
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies Amit Gajbhiye Zied Bouraoui Na Li Usashi Chatterjee Luis Espinosa Anke Steven Schockaert 22 1 0 23 Oct 2023
On Bilingual Lexicon Induction with Large Language Models Yaoyiran Li Anna Korhonen Ivan Vulić 34 3 0 21 Oct 2023
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing Dmitry Nikolaev Sebastian Padó 46 5 0 18 Oct 2023
Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention Huiyin Xue Nikolaos Aletras 30 0 0 11 Oct 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation Robert Litschko Max Müller-Eberstein Rob van der Goot Leon Weber Barbara Plank LRM 21 2 0 09 Oct 2023
Do PLMs Know and Understand Ontological Knowledge? Weiqi Wu Chengyue Jiang Yong-jia Jiang Pengjun Xie Kewei Tu 20 25 0 12 Sep 2023
Construction Grammar and Language Models Harish Tayyar Madabushi Laurence Romain P. Milin Dagmar Divjak 23 5 0 25 Aug 2023
Why Do We Need Neuro-symbolic AI to Model Pragmatic Analogies? Thilini Wijesiriwardene Amit P. Sheth V. Shalin Amitava Das 29 3 0 02 Aug 2023
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval Models Avinash Madasu Vasudev Lal CoGe 42 3 0 28 Jun 2023
Measuring and Modifying Factual Knowledge in Large Language Models Pouya Pezeshkpour KELM 14 17 0 09 Jun 2023
Word sense extension Lei Yu Yang Xu 19 4 0 09 Jun 2023
Causal interventions expose implicit situation models for commonsense language understanding Takateru Yamakoshi James L. McClelland A. Goldberg Robert D. Hawkins 22 6 0 06 Jun 2023
CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models Jiazheng Li ZHAOYUE SUN Bin Liang Lin Gui Yulan He 18 2 0 06 Jun 2023
Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations Aleksey Tikhonov Lisa Bylinina Denis Paperno 11 2 0 04 Jun 2023
How Does Pretraining Improve Discourse-Aware Translation? Zhihong Huang Longyue Wang Siyou Liu Derek F. Wong 21 1 0 31 May 2023