Hierarchical Embeddings for Hypernymy Detection and Directionality

23 July 2017

K. Nguyen

Maximilian Köper

Sabine Schulte im Walde

Ngoc Thang Vu

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Papers citing "Hierarchical Embeddings for Hypernymy Detection and Directionality"

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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 91 10 0 09 Oct 2024
Probing Taxonomic and Thematic Embeddings for Taxonomic Information Filip Klubicka John D. Kelleher 73 2 0 25 Jan 2023
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge Yongqian Li Jiaoyan Chen Hai-Tao Zheng Tianyu Yu Xi Chen Haitao Zheng 72 14 0 20 Nov 2022
A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning Seunghyuk Cho Juyong Lee Jaesik Park Dongwoo Kim 45 13 0 25 May 2022
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 71 13 0 05 Oct 2021
Yseop at FinSim-3 Shared Task 2021: Specializing Financial Domain Learning with Phrase Representations Hanna Abi Akl Dominique Mariko Hugues de Mazancourt 19 3 0 21 Aug 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 101 5 0 19 May 2021
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities Hongming Zhang Xin Liu Haojie Pan Hao Ke Jiefu Ou Tianqing Fang Yangqiu Song 75 48 0 05 Apr 2021
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context Md. Ahsanul Kabir Typer Phillips Xiao Luo M. Hasan 46 3 0 04 Apr 2021
Order Embeddings from Merged Ontologies using Sketching K. Clarkson Sanjana Sahayaraj 38 0 0 06 Jan 2021
Aspectuality Across Genre: A Distributional Semantics Approach Thomas Kober Malihe Alikhani Matthew Stone Mark Steedman 37 12 0 31 Oct 2020
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 66 13 0 10 Oct 2020
Data Augmentation for Hypernymy Detection Thomas Kober Julie Weeds Lorenzo Bertolini David J. Weir 97 19 0 04 May 2020
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavaš SSL 85 58 0 05 Sep 2019
Discriminative Topic Mining via Category-Name Guided Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Zihan Wang Chao Zhang Yu Zhang Jiawei Han 73 75 0 20 Aug 2019
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 75 289 0 15 Oct 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization Edoardo Ponti Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen VLM 61 48 0 11 Sep 2018
AWE: Asymmetric Word Embedding for Textual Entailment Tengfei Ma Chiamin Wu Cao Xiao Jimeng Sun 54 2 0 11 Sep 2018
Concurrent Learning of Semantic Relations Georgios Balikas G. Dias Rumen Moraliyski Massih-Reza Amini 28 0 0 26 Jul 2018
Term Definitions Help Hypernymy Detection Wenpeng Yin Dan Roth 46 7 0 12 Jun 2018
Embedding Text in Hyperbolic Spaces Bhuwan Dhingra Christopher J. Shallue Mohammad Norouzi Andrew M. Dai George E. Dahl 104 146 0 12 Jun 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen 91 44 0 08 May 2018
Specialising Word Vectors for Lexical Entailment Ivan Vulić N. Mrksic 97 107 0 17 Oct 2017