SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation

31 July 2017

Papers citing "SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation"

48 / 48 papers shown

Title
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models Yilang Zhang Bingcong Li G. Giannakis 188 1 0 24 May 2025
R-TOFU: Unlearning in Large Reasoning Models Sangyeon Yoon Wonje Jeung Albert No MU LRM 164 0 0 21 May 2025
SEPS: A Separability Measure for Robust Unlearning in LLMs Wonje Jeung Sangyeon Yoon Albert No MU VLM 173 0 0 20 May 2025
Confidence Regularized Masked Language Modeling using Text Length Seunghyun Ji Soowon Lee 157 0 0 08 Apr 2025
FISH-Tuning: Enhancing PEFT Methods with Fisher Information Kang Xue Ming Dong Xinhui Tu Tingting He 142 0 0 05 Apr 2025
Demand Estimation with Text and Image Data Giovanni Compiani Ilya Morozov Stephan Seiler DiffM 409 4 0 26 Mar 2025
Predicting Through Generation: Why Generation Is Better for Prediction Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat Chun-Nam Yu Mojtaba Soltanalian Ivan Garibay O. Garibay Chen Chen Niloofar Yousefi AI4TS 171 0 0 25 Feb 2025
Encryption-Friendly LLM Architecture Donghwan Rho Taeseong Kim Minje Park Jung Woo Kim Hyunsik Chae Jung Hee Cheon Ernest K. Ryu 174 5 0 24 Feb 2025
Scalable Model Merging with Progressive Layer-wise Distillation Jing Xu Jiazheng Li J.N. Zhang MoMe FedML 255 2 0 18 Feb 2025
Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs Amirmohammad Farzaneh Osvaldo Simeone 397 0 0 22 Jan 2025
ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain Ali Shiraee Kasmaee Mohammad Khodadad Mohammad Arshi Saloot Nick Sherck Stephen Dokas H. Mahyar Soheila Samiee ELM 502 0 0 30 Nov 2024
Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning Kaustubh Ponkshe Raghav Singhal Eduard A. Gorbunov Alexey Tumanov Samuel Horváth Praneeth Vepakomma 209 6 0 29 Nov 2024
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 161 1 0 07 Nov 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 120 0 0 21 Oct 2024
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models Wenlong Deng Yize Zhao V. Vakilian Minghui Chen Xiaoxiao Li Christos Thrampoulidis 174 6 0 12 Oct 2024
CollabEdit: Towards Non-destructive Collaborative Knowledge Editing Jiamu Zheng Jinghuai Zhang Tianyu Du Xuhong Zhang Jianwei Yin Tao Lin KELM 133 0 0 12 Oct 2024
A Closer Look at Machine Unlearning for Large Language Models Xiaojian Yuan Tianyu Pang Chao Du Kejiang Chen Weiming Zhang Min Lin MU 174 9 0 10 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 482 1 0 07 Oct 2024
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 165 6 0 22 Aug 2024
Banyan: Improved Representation Learning with Explicit Structure Mattia Opper N. Siddharth 121 1 0 25 Jul 2024
Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metric F. Tessari Neville Hogan Neville Hogan 112 3 0 11 Jul 2024
Predicting drug-gene relations via analogy tasks with word embeddings Hiroaki Yamagiwa Ryoma Hashimoto Kiwamu Arakane Ken Murakami Shou Soeda Momose Oyama Yihua Zhu Mariko Okada Hidetoshi Shimodaira 125 0 0 03 Jun 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 201 187 0 27 May 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning Pengjie Ren Chengshun Shi Shiguang Wu Mengqi Zhang Zhaochun Ren Maarten de Rijke Zhumin Chen Jiahuan Pei MoE 133 14 0 27 Feb 2024
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 199 7 0 12 Oct 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations Alexander Miserlis Hoyle Rupak Sarkar Pranav Goel Philip Resnik AI4CE 133 14 0 23 May 2023
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness Jeremiah Zhe Liu Zi Lin Shreyas Padhy Dustin Tran Tania Bedrax-Weiss Balaji Lakshminarayanan UQCV BDL 142 446 0 17 Jun 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 139 445 0 10 Jun 2020
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 127 20 0 09 Nov 2019
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 203 2,103 0 05 May 2017
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings John Wieting Kevin Gimpel 116 77 0 30 Apr 2017
Representing Sentences as Low-Rank Subspaces Jiaqi Mu S. Bhat Pramod Viswanath 106 27 0 18 Apr 2017
CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity J. Ferrero Frédéric Agnès Laurent Besacier D. Schwab 86 14 0 05 Apr 2017
Neobility at SemEval-2017 Task 1: An Attention-based Sentence Similarity Model Wenli Zhuang Ernie Chang 100 16 0 16 Mar 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 121 695 0 07 Mar 2017
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation Jey Han Lau Timothy Baldwin 105 652 0 19 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 124 193 0 10 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 142 4,612 0 06 Jul 2016
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations Tom Kenter Alexey Borisov Maarten de Rijke 108 266 0 15 Jun 2016
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory Alexandre Salle M. Idiart Aline Villavicencio 124 30 0 03 Jun 2016
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations Alexandre Salle M. Idiart Aline Villavicencio 127 79 0 02 Jun 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 144 574 0 10 Feb 2016
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 133 554 0 25 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 278 4,278 0 21 Aug 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 186 2,408 0 22 Jun 2015
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 227 9,235 0 16 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 349 33,500 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 621 31,469 0 16 Jan 2013