SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity

2 August 2016

Papers citing "SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity"

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Title
Multi-Sense Embeddings for Language Models and Knowledge Distillation Qitong Wang Mohammed J. Zaki Georgios Kollias Vasileios Kalantzis KELM 31 0 0 08 Apr 2025
A Distributional Perspective on Word Learning in Neural Language Models Filippo Ficarra Ryan Cotterell Alex Warstadt 54 1 0 09 Feb 2025
Understanding Higher-Order Correlations Among Semantic Components in Embeddings Momose Oyama Hiroaki Yamagiwa Hidetoshi Shimodaira CML 30 0 0 30 Sep 2024
Is Child-Directed Speech Effective Training Data for Language Models? Steven Y. Feng Noah D. Goodman Michael C. Frank 40 9 0 07 Aug 2024
Reconsidering Token Embeddings with the Definitions for Pre-trained Language Models Ying Zhang Zhuoran Liu Manabu Okumura 18 1 0 02 Aug 2024
Predicting Word Similarity in Context with Referential Translation Machines Ergun Biçici 18 0 0 07 Jul 2024
Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling Chengxu Zhuang Evelina Fedorenko Jacob Andreas 40 2 0 21 Mar 2024
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity Ivan Rep David Dukić Jan Šnajder 29 0 0 20 Feb 2024
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes Chengxu Zhuang Evelina Fedorenko Jacob Andreas 22 10 0 20 Oct 2023
A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings Danushka Bollegala Shuichi Otake T. Machide Ken-ichi Kawarabayashi 13 4 0 19 Sep 2023
Backpack Language Models John Hewitt John Thickstun Christopher D. Manning Percy Liang KELM 19 16 0 26 May 2023
Discovering Universal Geometry in Embeddings with ICA Hiroaki Yamagiwa Momose Oyama Hidetoshi Shimodaira 31 15 0 22 May 2023
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions Marco Valentino Danilo S. Carvalho André Freitas 33 2 0 12 May 2023
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 32 30 0 27 Oct 2022
Are word boundaries useful for unsupervised language learning? Tu Nguyen Maureen de Seyssel Robin Algayres Patricia Roze Ewan Dunbar Emmanuel Dupoux 49 9 0 06 Oct 2022
"No, they did not": Dialogue response dynamics in pre-trained language models Sanghee Kim Lang-Chi Yu Allyson Ettinger 21 1 0 05 Oct 2022
Lexical semantics enhanced neural word embeddings Dongqiang Yang Ning Li Li Zou Hongwei Ma 22 4 0 03 Oct 2022
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity Dongqiang Yang Yanqin Yin 33 3 0 30 Sep 2022
Homophone Reveals the Truth: A Reality Check for Speech2Vec Guangyu Chen 16 0 0 22 Sep 2022
Visual Grounding of Inter-lingual Word-Embeddings W. Mohammed Hassan Shahmohammadi Hendrik P. A. Lensch R. Baayen 13 1 0 08 Sep 2022
How direct is the link between words and images? Hassan Shahmohammadi Maria Heitmeier Elnaz Shafaei-Bajestan Hendrik P. A. Lensch Harald Baayen 32 0 0 30 Jun 2022
Language with Vision: a Study on Grounded Word and Sentence Embeddings Hassan Shahmohammadi Maria Heitmeier Elnaz Shafaei-Bajestan Hendrik P. A. Lensch Harald Baayen 25 10 0 17 Jun 2022
An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications Sungjin Nam David Jurgens Gwen Frishkoff Kevyn Collins-Thompson 10 0 0 21 Apr 2022
Probabilistic Embeddings with Laplacian Graph Priors V. Yrjänäinen Måns Magnusson 18 0 0 25 Mar 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations Robert Wolfe Aylin Caliskan VLM 21 13 0 14 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 24 29 0 05 Mar 2022
Permutation invariant matrix statistics and computational language tasks M. Huber Adriana D. Correia S. Ramgoolam M. Sadrzadeh 12 4 0 14 Feb 2022
Learning Fair Representations via Rate-Distortion Maximization Somnath Basu Roy Chowdhury Snigdha Chaturvedi FaML 6 14 0 31 Jan 2022
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving Lei Ding Dengdeng Yu Jinhan Xie Wenxing Guo Shenggang Hu Meichen Liu Linglong Kong Hongsheng Dai Yanchun Bao Bei Jiang FaML 13 30 0 09 Dec 2021
Identifying and Mitigating Gender Bias in Hyperbolic Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar Tanmoy Chakraborty FaML 26 4 0 28 Sep 2021
Lacking the embedding of a word? Look it up into a traditional dictionary Elena Sofia Ruzzetti Leonardo Ranaldi Michele Mastromattei Francesca Fallucchi Fabio Massimo Zanzotto 42 15 0 24 Sep 2021
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 224 111 0 09 Sep 2021
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
Obtaining Better Static Word Embeddings Using Contextual Embedding Models Prakhar Gupta Martin Jaggi 6 30 0 08 Jun 2021
On the Interplay Between Fine-tuning and Composition in Transformers Lang-Chi Yu Allyson Ettinger 33 14 0 31 May 2021
RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English) Sean Trott Benjamin Bergen 20 18 0 27 May 2021
The Zero Resource Speech Challenge 2021: Spoken language modelling Ewan Dunbar Mathieu Bernard Nicolas Hamilakis Tu Nguyen Maureen de Seyssel Patricia Roze M. Rivière Eugene Kharitonov Emmanuel Dupoux 53 47 0 29 Apr 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training Hassan Shahmohammadi Hendrik P. A. Lensch R. Baayen 16 19 0 15 Apr 2021
On the Impact of Knowledge-based Linguistic Annotations in the Quality of Scientific Embeddings Andrés García-Silva R. Denaux José Manuél Gómez-Pérez 39 3 0 13 Apr 2021
Learning to Remove: Towards Isotropic Pre-trained BERT Embedding Y. Liang Rui Cao Jie Zheng Jie Ren Ling Gao SSL 12 28 0 12 Apr 2021
Automating Transfer Credit Assessment in Student Mobility -- A Natural Language Processing-based Approach Dhivya Chandrasekaran Vijay K. Mago 17 2 0 05 Apr 2021
Multi-sense embeddings through a word sense disambiguation process Terry Ruas W. Grosky Akiko Aizawa 11 40 0 21 Jan 2021
Intrinsic analysis for dual word embedding space models Mohit Mayank 10 2 0 01 Dec 2020
The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling Tu Nguyen Maureen de Seyssel Patricia Roze M. Rivière Evgeny Kharitonov Alexei Baevski Ewan Dunbar Emmanuel Dupoux SSL 18 101 0 23 Nov 2020
Comparative analysis of word embeddings in assessing semantic similarity of complex sentences Dhivya Chandrasekaran Vijay K. Mago 9 8 0 23 Oct 2020
Assessing Phrasal Representation and Composition in Transformers Lang-Chi Yu Allyson Ettinger CoGe 22 67 0 08 Oct 2020
A Broad-Coverage Deep Semantic Lexicon for Verbs James F. Allen Hannah YoungEun An Ritwik Bose William de Beaumont C. Teng VLM 11 6 0 06 Jul 2020
The Gaussian Transform Kun Jin Facundo Mémoli Zhengchao Wan OT 11 0 0 21 Jun 2020
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries Autumn Toney Aylin Caliskan 23 22 0 06 Jun 2020
Data Augmentation with Unsupervised Machine Translation Improves the Structural Similarity of Cross-lingual Word Embeddings Sosuke Nishikawa Ryokan Ri Yoshimasa Tsuruoka 14 4 0 30 May 2020