Probing Pretrained Language Models for Lexical Semantics

12 October 2020

Papers citing "Probing Pretrained Language Models for Lexical Semantics"

36 / 36 papers shown

Title
Geospatial Mechanistic Interpretability of Large Language Models Stef De Sabbata Stefano Mizzaro Kevin Roitero AI4CE 28 0 0 06 May 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 ... Y. Li Luyu Qiu C. Zhang Qing Li Lei Chen LRM ELM 40 1 0 16 Feb 2025
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 37 1 0 17 Oct 2024
From Tokens to Words: On the Inner Lexicon of LLMs Guy Kaplan Matanel Oren Yuval Reif Roy Schwartz 41 12 0 08 Oct 2024
LGDE: Local Graph-based Dictionary Expansion Dominik J. Schindler Sneha Jha Xixuan Zhang Kilian Buehling Annett Heft Mauricio Barahona 32 0 0 13 May 2024
Word-specific tonal realizations in Mandarin Yu-Ying Chuang Melanie J. Bell Yu-Hsiang Tseng R. Baayen 35 5 0 11 May 2024
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations Aina Garí Soler Matthieu Labeau Chloé Clavel VLM 30 2 0 22 Feb 2024
Why Do We Need Neuro-symbolic AI to Model Pragmatic Analogies? Thilini Wijesiriwardene Amit P. Sheth V. Shalin Amitava Das 21 3 0 02 Aug 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 17 6 0 06 Jun 2023
Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension Son Quoc Tran Phong Nguyen-Thuan Do Kiet Van Nguyen N. Nguyen 37 0 0 16 Mar 2023
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 17 121 0 11 Nov 2022
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 10 22 0 08 Nov 2022
Do Charge Prediction Models Learn Legal Theory? Zhenwei An Quzhe Huang Cong Jiang Yansong Feng Dongyan Zhao ELM AILaw 27 6 0 31 Oct 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 29 10 0 30 Oct 2022
The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative Leonie Weissweiler Valentin Hofmann Abdullatif Köksal Hinrich Schütze 27 31 0 24 Oct 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis Zheng Zhao Yftah Ziser Shay B. Cohen 27 6 0 22 Oct 2022
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces Timothee Mickus Denis Paperno Mathieu Constant 17 19 0 07 Jun 2022
Improving Contextual Representation with Gloss Regularized Pre-training Yu Lin Zhecheng An Peihao Wu Zejun Ma 19 5 0 13 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavavs Fangyu Liu Nigel Collier E. Ponti Anna Korhonen 17 8 0 30 Apr 2022
Probing Pre-Trained Language Models for Cross-Cultural Differences in Values Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein VLM 23 122 0 25 Mar 2022
Geographic Adaptation of Pretrained Language Models Valentin Hofmann Goran Glavavs Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 21 16 0 16 Mar 2022
Assessing the State of Self-Supervised Human Activity Recognition using Wearables H. Haresamudram Irfan Essa Thomas Plötz SSL 25 84 0 22 Feb 2022
Using Distributional Principles for the Semantic Study of Contextual Language Models Olivier Ferret 9 1 0 23 Nov 2021
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 62 18 0 16 Oct 2021
Subword Mapping and Anchoring across Languages Giorgos Vernikos Andrei Popescu-Belis 62 12 0 09 Sep 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 17 26 0 26 May 2021
A comparative evaluation and analysis of three generations of Distributional Semantic Models Alessandro Lenci Magnus Sahlgren Patrick Jeuniaux Amaru Cuba Gyllensten Martina Miliani 11 50 0 20 May 2021
Bertinho: Galician BERT Representations David Vilares Marcos Garcia Carlos Gómez-Rodríguez 46 22 0 25 Mar 2021
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Alexander M. Fraser SSL 22 26 0 18 Mar 2021
The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models Go Inoue Bashar Alhafni Nurpeiis Baimukan Houda Bouamor Nizar Habash 30 223 0 11 Mar 2021
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 27 50 0 23 Oct 2020
AdapterDrop: On the Efficiency of Adapters in Transformers Andreas Rucklé Gregor Geigle Max Glockner Tilman Beck Jonas Pfeiffer Nils Reimers Iryna Gurevych 25 254 0 22 Oct 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 241 1,450 0 18 Mar 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 178 451 0 10 Mar 2020
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only Robert Litschko Goran Glavas Simone Paolo Ponzetto Ivan Vulić 54 64 0 02 May 2018