SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation

15 August 2014

Papers citing "SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation"

50 / 141 papers shown

Title
A Distributional Perspective on Word Learning in Neural Language Models Filippo Ficarra Ryan Cotterell Alex Warstadt 54 1 0 09 Feb 2025
Human-like conceptual representations emerge from language prediction Ningyu Xu Qi Zhang Chao Du Qiang Luo Xipeng Qiu Xuanjing Huang Menghan Zhang 70 0 0 21 Jan 2025
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 32 0 0 21 Oct 2024
Uncovering Autoregressive LLM Knowledge of Thematic Fit in Event Representation Safeyah Khaled Alshemali Daniel Bauer Yuval Marton BDL 167 0 0 19 Oct 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 40 10 0 27 Jul 2024
Banyan: Improved Representation Learning with Explicit Structure Mattia Opper N. Siddharth 31 1 0 25 Jul 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less Mattia Opper Siddharth Narayanaswamy 18 3 0 02 Apr 2024
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations Aina Garí Soler Matthieu Labeau Chloé Clavel VLM 42 2 0 22 Feb 2024
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes Chengxu Zhuang Evelina Fedorenko Jacob Andreas 22 10 0 20 Oct 2023
Word Embedding with Neural Probabilistic Prior Shaogang Ren Dingcheng Li P. Li BDL 22 0 0 21 Sep 2023
A Geometric Notion of Causal Probing Clément Guerner Anej Svete Tianyu Liu Alex Warstadt Ryan Cotterell LLMSV 41 12 0 27 Jul 2023
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 32 1 0 05 Jul 2023
Automatic Design of Semantic Similarity Ensembles Using Grammatical Evolution J. Martinez-Gil 21 0 0 03 Jul 2023
Representation Learning via Variational Bayesian Networks Oren Barkan Avi Caciularu Idan Rejwan Ori Katz Jonathan Weill Itzik Malkiel Noam Koenigstein BDL 24 15 0 28 Jun 2023
Contrastive Loss is All You Need to Recover Analogies as Parallel Lines Narutatsu Ri Fei-Tzin Lee Nakul Verma 11 3 0 14 Jun 2023
Backpack Language Models John Hewitt John Thickstun Christopher D. Manning Percy Liang KELM 16 16 0 26 May 2023
Discovering Universal Geometry in Embeddings with ICA Hiroaki Yamagiwa Momose Oyama Hidetoshi Shimodaira 31 15 0 22 May 2023
Learning Interpretable Style Embeddings via Prompting LLMs Ajay Patel D. Rao Ansh Kothary Kathleen McKeown Chris Callison-Burch 37 24 0 22 May 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection Shadi Iskander Kira Radinsky Yonatan Belinkov 38 17 0 17 May 2023
IMAGINATOR: Pre-Trained Image+Text Joint Embeddings using Word-Level Grounding of Images Varuna Krishna S. Suryavardan Shreyash Mishra Sathyanarayanan Ramamoorthy Parth Patwa Megha Chakraborty Aman Chadha Amitava Das Amit P. Sheth VLM 25 3 0 12 May 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 34 6 0 13 Apr 2023
Quantifying the Roles of Visual, Linguistic, and Visual-Linguistic Complexity in Verb Acquisition Yuchen Zhou Michael J. Tarr Daniel Yurovsky 24 2 0 05 Apr 2023
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations Angelos Chatzimparmpas R. Martins I. Jusufi K. Kucher Fabrice Rossi A. Kerren FAtt 26 160 0 22 Dec 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 30 30 0 20 Dec 2022
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection P. Haghighatkhah Antske Fokkens Pia Sommerauer Bettina Speckmann Kevin Verbeek 32 10 0 08 Dec 2022
Event knowledge in large language models: the gap between the impossible and the unlikely Carina Kauf Anna A. Ivanova Giulia Rambelli Emmanuele Chersoni Jingyuan Selena She Zawad Chowdhury Evelina Fedorenko Alessandro Lenci 37 67 0 02 Dec 2022
SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social Media Aiqi Jiang A. Zubiaga 32 3 0 15 Nov 2022
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 18 22 0 08 Nov 2022
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
Synonym Detection Using Syntactic Dependency And Neural Embeddings Dongqiang Yang Pikun Wang Xiaodong Sun Ningxi Li NAI 19 1 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
SimRelUz: Similarity and Relatedness scores as a Semantic Evaluation dataset for Uzbek language Ulugbek Salaev Elmurod Kuriyozov Carlos Gómez-Rodríguez 19 20 0 12 May 2022
Enriching Unsupervised User Embedding via Medical Concepts Xiaolei Huang Franck Dernoncourt Mark Dredze 23 3 0 20 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 19 29 0 05 Mar 2022
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge Danny Merkx S. Frank M. Ernestus 19 4 0 21 Feb 2022
Learning Fair Representations via Rate-Distortion Maximization Somnath Basu Roy Chowdhury Snigdha Chaturvedi FaML 6 14 0 31 Jan 2022
Linear Adversarial Concept Erasure Shauli Ravfogel Michael Twiton Yoav Goldberg Ryan Cotterell KELM 81 57 0 28 Jan 2022
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning Qibin Chen Jeremy Lacomis Edward J. Schwartz Graham Neubig Bogdan Vasilescu Claire Le Goues VLM 16 34 0 05 Dec 2021
A Rule-based/BPSO Approach to Produce Low-dimensional Semantic Basis Vectors Set Atefe Pakzad M. Analoui 11 0 0 24 Nov 2021
Using Distributional Principles for the Semantic Study of Contextual Language Models Olivier Ferret 25 1 0 23 Nov 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 26 12 0 05 Oct 2021
BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification J. Hauser Zhao Meng Damian Pascual Roger Wattenhofer OOD SILM AAML 191 13 0 15 Sep 2021
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color Mostafa Abdou Artur Kulmizev Daniel Hershcovich Stella Frank Ellie Pavlick Anders Søgaard 22 114 0 13 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
Evaluation of contextual embeddings on less-resourced languages Matej Ulvcar Alevs vZagar C. S. Armendariz Andravz Repar Senja Pollak Matthew Purver Marko Robnik-vSikonja 36 11 0 22 Jul 2021
DISCO : efficient unsupervised decoding for discrete natural language problems via convex relaxation Anish Acharya Rudrajit Das 11 0 0 07 Jul 2021
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings S. Dasgupta Michael Boratko Siddhartha Mishra Shriya Atmakuri Dhruvesh Patel Xiang Lorraine Li Andrew McCallum NAI 28 21 0 28 Jun 2021