LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond

26 May 2021

Papers citing "LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond"

17 / 17 papers shown

Title
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
Multi-Sense Embeddings for Language Models and Knowledge Distillation Qitong Wang Mohammed J. Zaki Georgios Kollias Vasileios Kalantzis KELM 26 0 0 08 Apr 2025
What Are Large Language Models Mapping to in the Brain? A Case Against Over-Reliance on Brain Scores Ebrahim Feghhi Nima Hadidi Bryan Song I. Blank Jonathan C. Kao 43 3 0 03 Jun 2024
Injecting Wiktionary to improve token-level contextual representations using contrastive learning Anna Mosolova Marie Candito Carlos Ramisch 21 0 0 12 Feb 2024
Construction Grammar and Language Models Harish Tayyar Madabushi Laurence Romain P. Milin Dagmar Divjak 19 5 0 25 Aug 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations Gábor Berend 30 7 0 25 Jul 2023
Together We Make Sense -- Learning Meta-Sense Embeddings from Pretrained Static Sense Embeddings Haochen Luo Yi Zhou Danushka Bollegala SSL 26 1 0 30 May 2023
Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation J. Martinez-Gil 20 3 0 05 May 2023
Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy Mohammad Javad Pirhadi Motahhare Mirzaei Sauleh Eetemadi 11 0 0 15 Dec 2022
Temporal Word Meaning Disambiguation using TimeLMs Mihir Godbole Parth Dandavate Aditya Kane 21 2 0 15 Oct 2022
Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary Daniel Loureiro A. Jorge ReLM KELM AI4MH LRM 11 1 0 12 Oct 2022
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media Daniel Loureiro Aminette D'Souza Areej Muhajab Isabella A. White Gabriel Wong Luis Espinosa Anke Leonardo Neves Francesco Barbieri Jose Camacho-Collados 27 25 0 15 Sep 2022
One Sense per Translation B. Hauer Grzegorz Kondrak 19 0 0 10 Jun 2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses Aina Garí Soler Marianna Apidianaki MILM 201 68 0 29 Apr 2021
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 224 656 0 09 Sep 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 190 181 0 03 Sep 2019
Probabilistic FastText for Multi-Sense Word Embeddings Ben Athiwaratkun A. Wilson Anima Anandkumar 10 136 0 07 Jun 2018