Specialising Word Vectors for Lexical Entailment

17 October 2017

Papers citing "Specialising Word Vectors for Lexical Entailment"

40 / 40 papers shown

Title
Compositional Entailment Learning for Hyperbolic Vision-Language Models Avik Pal Max van Spengler Guido Maria DÁmely di Melendugno Alessandro Flaborea Fabio Galasso Pascal Mettes CoGe 48 5 0 09 Oct 2024
A Geometry-Aware Algorithm to Learn Hierarchical Embeddings in Hyperbolic Space Zhangyu Wang Lantian Xu Zhifeng Kong Weilong Wang Xuyu Peng Enyang Zheng 34 0 0 23 Jul 2024
Emergent Visual-Semantic Hierarchies in Image-Text Representations Morris Alper Hadar Averbuch-Elor VLM 37 7 0 11 Jul 2024
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search Zihan Liao Hang Yu Jianguo Li Jun Wang Wei Zhang 36 3 0 25 Jun 2024
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks Viktor Moskvoretskii Ekaterina Neminova Alina Lobanova Alexander Panchenko Irina Nikishina 40 6 0 14 Mar 2024
Cross-Genre Argument Mining: Can Language Models Automatically Fill in Missing Discourse Markers? Gil Rocha Henrique Lopes Cardoso Jonas Belouadi Steffen Eger 15 5 0 07 Jun 2023
Semantic Specialization for Knowledge-based Word Sense Disambiguation Sakae Mizuki Naoaki Okazaki 21 1 0 22 Apr 2023
Lexical semantics enhanced neural word embeddings Dongqiang Yang Ning Li Li Zou Hongwei Ma 22 4 0 03 Oct 2022
An Evaluation Dataset for Legal Word Embedding: A Case Study On Chinese Codex Chun-Hsien Lin Pu-Jen Cheng AILaw ELM 13 0 0 29 Mar 2022
Permutation invariant matrix statistics and computational language tasks M. Huber Adriana D. Correia S. Ramgoolam M. Sadrzadeh 10 4 0 14 Feb 2022
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations Pedro Colon-Hernandez Yida Xin H. Lieberman Catherine Havasi C. Breazeal Peter Chin GAN KELM 21 2 0 30 Aug 2021
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations Geetanjali Bihani Julia Taylor Rayz 31 13 0 22 Apr 2021
Language Models for Lexical Inference in Context Martin Schmitt Hinrich Schütze 16 12 0 10 Feb 2021
Order Embeddings from Merged Ontologies using Sketching K. Clarkson Sanjana Sahayaraj 12 0 0 06 Jan 2021
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models Changlong Yu Jialong Han Peifeng Wang Yangqiu Song Hongming Zhang Wilfred Ng Shuming Shi 8 13 0 10 Oct 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning Max Ryabinin Sergei Popov Liudmila Prokhorenkova Elena Voita 35 7 0 06 Oct 2020
On the Effects of Knowledge-Augmented Data in Word Embeddings Diego Ramirez Echavarria Antonis Bikakis Luke Dickens Rob Miller A. Vlachidis 16 1 0 05 Oct 2020
Multidirectional Associative Optimization of Function-Specific Word Representations D. Gerz Ivan Vulić Marek Rei Roi Reichart Anna Korhonen 11 0 0 11 May 2020
Data Augmentation for Hypernymy Detection Thomas Kober Julie Weeds Lorenzo Bertolini David J. Weir 6 18 0 04 May 2020
An Unsupervised Semantic Sentence Ranking Scheme for Text Documents Hao Zhang Jie Wang 37 10 0 28 Apr 2020
Intuitive Contrasting Map for Antonym Embeddings Igor Samenko Alexey Tikhonov Ivan P. Yamshchikov 14 2 0 27 Apr 2020
Inducing Relational Knowledge from BERT Zied Bouraoui Jose Camacho-Collados Steven Schockaert 23 166 0 28 Nov 2019
Definition Frames: Using Definitions for Hybrid Concept Representations Evangelia Spiliopoulou Artidoro Pagnoni Eduard H. Hovy 19 2 0 10 Sep 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić E. Ponti Anna Korhonen Goran Glavavs SSL 23 57 0 05 Sep 2019
Antonym-Synonym Classification Based on New Sub-space Embeddings Muhammad Asif Ali Yifang Sun Xiaoling Zhou Wei Wang Xiang Zhao 11 23 0 13 Jun 2019
Relational Word Embeddings Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert NAI 25 17 0 04 Jun 2019
Don't Blame Distributional Semantics if it can't do Entailment M. Westera Gemma Boleda CoGe 14 20 0 17 May 2019
Temporal and Aspectual Entailment Thomas Kober Sander Bijl de Vroe Mark Steedman 6 16 0 02 Apr 2019
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 27 279 0 15 Oct 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization E. Ponti Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen VLM 25 46 0 11 Sep 2018
AWE: Asymmetric Word Embedding for Textual Entailment Tengfei Ma Chiamin Wu Cao Xiao Jimeng Sun 14 2 0 11 Sep 2018
Gaussian Word Embedding with a Wasserstein Distance Loss Chi Sun Hang Yan Xipeng Qiu Xuanjing Huang 8 15 0 21 Aug 2018
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors Luis Espinosa-Anke Steven Schockaert DRL 30 19 0 18 Aug 2018
Term Definitions Help Hypernymy Detection Wenpeng Yin Dan Roth 14 7 0 12 Jun 2018
Embedding Text in Hyperbolic Spaces Bhuwan Dhingra Christopher J. Shallue Mohammad Norouzi Andrew M. Dai George E. Dahl 29 144 0 12 Jun 2018
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora Stephen Roller Douwe Kiela Maximilian Nickel 14 126 0 08 Jun 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen 26 43 0 08 May 2018
Hierarchical Density Order Embeddings Ben Athiwaratkun A. Wilson 11 43 0 26 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection Haw-Shiuan Chang ZiYun Wang Luke Vilnis Andrew McCallum 19 6 0 02 Oct 2017