Improving zero-shot learning by mitigating the hubness problem

20 December 2014

Papers citing "Improving zero-shot learning by mitigating the hubness problem"

50 / 53 papers shown

Title
Prediction hubs are context-informed frequent tokens in LLMs Beatrix M. G. Nielsen Iuri Macocco Marco Baroni 136 1 0 17 Feb 2025
Adversarial Hubness in Multi-Modal Retrieval Tingwei Zhang Fnu Suya Rishi Jha Collin Zhang Vitaly Shmatikov AAML 90 1 0 18 Dec 2024
Learning Translations via Matrix Completion Derry Wijaya Brendan Callahan John Hewitt Jie Gao Xiao Ling Marianna Apidianaki Chris Callison-Burch 39 19 0 19 Jun 2024
Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search Yuanmin Tang Daling Wang Keke Gai Wenfang Wu Yifei Zhang Gang Xiong Qi Wu 34 4 0 28 Sep 2023
Accessing Higher Dimensions for Unsupervised Word Translation Sida I. Wang 28 0 0 23 May 2023
Black Box Few-Shot Adaptation for Vision-Language models Yassine Ouali Adrian Bulat Brais Martínez Georgios Tzimiropoulos VLM 39 31 0 04 Apr 2023
ADELT: Transpilation Between Deep Learning Frameworks Linyuan Gong Jiayi Wang Alvin Cheung 34 3 0 07 Mar 2023
Vocabulary-informed Zero-shot and Open-set Learning Yanwei Fu Xiaomei Wang Hanze Dong Yu-Gang Jiang Meng Wang Xiangyang Xue Leonid Sigal VLM 23 18 0 03 Jan 2023
Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation Liping Tang Zhen Li Zhiquan Luo Helen Meng OOD 23 0 0 07 Oct 2022
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 35 3 0 19 Apr 2022
Unsupervised Alignment of Distributional Word Embeddings Aissatou Diallo Johannes Fürnkranz 34 0 0 09 Mar 2022
Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin Ioana Croitoru Hailin Jin Yang Liu Samuel Albanie 27 84 0 23 Dec 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 19 58 0 11 Apr 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 32 33 0 01 Jan 2021
Synthesizing the Unseen for Zero-shot Object Detection Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir Fahad Shahbaz Khan VLM ObjD 184 57 0 19 Oct 2020
Multi-Adversarial Learning for Cross-Lingual Word Embeddings Haozhou Wang James Henderson Paola Merlo GAN 52 8 0 16 Oct 2020
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning Guillem Ramírez Rumen Dangovski Preslav Nakov M. Soljavcić 22 8 0 18 Jul 2020
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval Mark Hamilton Stephanie Fu Mindren Lu Johnny Bui Darius Bopp ... Margaret Wang Marina Rogers Lei Zhang Chris Hoder William T. Freeman 32 3 0 14 Jul 2020
Filtered Inner Product Projection for Crosslingual Embedding Alignment Vin Sachidananda Ziyi Yang Chenguang Zhu 32 1 0 05 Jun 2020
A Framework for the Computational Linguistic Analysis of Dehumanization Julia Mendelsohn Yulia Tsvetkov Dan Jurafsky 87 89 0 06 Mar 2020
Unsupervised Multilingual Alignment using Wasserstein Barycenter Jiale Han Kshitij Jain B. Cheng Pascal Poupart Xu Wang 28 25 0 28 Jan 2020
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs Fangyu Liu Rongtian Ye Xun Wang Shuaipeng Li 23 32 0 22 Nov 2019
Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment Piotr Bojanowski Onur Çelebi Tomas Mikolov Edouard Grave Armand Joulin 28 11 0 14 Oct 2019
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises F. Mohammadi M. Amini H. Arabnia OffRL 28 22 0 26 Aug 2019
Transferable Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang Ruiping Wang Shiguang Shan Xilin Chen VLM 24 174 0 16 Aug 2019
Unsupervised Adversarial Graph Alignment with Graph Embedding Chaoqi Chen Weiping Xie Tingyang Xu Yu Rong Wenbing Huang Xinghao Ding Yue Huang Junzhou Huang 22 15 0 01 Jul 2019
Semantically Aligned Bias Reducing Zero Shot Learning Akanksha Paul N. C. Krishnan Prateek Munjal VLM 26 63 0 16 Apr 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 39 207 0 25 Feb 2019
Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness Yilun Zhou Steven Schockaert J. Shah 30 8 0 21 Feb 2019
Generative Dual Adversarial Network for Generalized Zero-shot Learning He Huang Chang-Dong Wang Philip S. Yu Chang-Dong Wang GAN 30 220 0 12 Nov 2018
Unsupervised Hyperalignment for Multilingual Word Embeddings J. Alaux Edouard Grave Marco Cuturi Armand Joulin 27 70 0 02 Nov 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 27 60 0 27 Aug 2018
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach Pratik Jawanpuria Arjun Balgovind Anoop Kunchukuttan Bamdev Mishra 29 77 0 27 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 29 71 0 14 Aug 2018
Characterizing Departures from Linearity in Word Translation Ndapandula Nakashole R. Flauger 29 36 0 07 Jun 2018
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 17 198 0 29 May 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 29 260 0 09 May 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin Piotr Bojanowski Tomas Mikolov Hervé Jégou Edouard Grave 12 306 0 20 Apr 2018
A Resource-Light Method for Cross-Lingual Semantic Textual Similarity Goran Glavaš Marc Franco-Salvador Simone Paolo Ponzetto Paolo Rosso 15 43 0 19 Jan 2018
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 36 449 0 11 Dec 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 21 175 0 13 Oct 2017
Joint Dictionaries for Zero-Shot Learning Soheil Kolouri Mohammad Rostami Y. Owechko Kyungnam Kim VLM 14 25 0 12 Sep 2017
Measuring Thematic Fit with Distributional Feature Overlap Enrico Santus Emmanuele Chersoni Alessandro Lenci P. Blache 26 29 0 19 Jul 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 29 224 0 01 Jun 2017
Transductive Zero-Shot Learning with a Self-training dictionary approach YunLong Yu Zhong Ji Xi Li Jichang Guo Zhongfei Zhang Haibin Ling Fei Wu VLM 30 84 0 27 Mar 2017
Offline bilingual word vectors, orthogonal transformations and the inverted softmax Samuel L. Smith David H. P. Turban Steven Hamblin Nils Y. Hammerla OffRL 33 535 0 13 Feb 2017
Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation Xun Xu Timothy M. Hospedales S. Gong 49 115 0 26 Nov 2016
Learning a Deep Embedding Model for Zero-Shot Learning Li Zhang Tao Xiang S. Gong SyDa VLM 73 700 0 15 Nov 2016
Distributed Representations of Lexical Sets and Prototypes in Causal Alternation Verbs E. M. Ponti Elisabetta Jezek Bernardo Magnini 24 3 0 03 Oct 2016
Testing APSyn against Vector Cosine on Similarity Estimation Enrico Santus Emmanuele Chersoni Alessandro Lenci Chu-Ren Huang P. Blache 16 25 0 27 Aug 2016