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Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

5 May 2017

Douwe Kiela

Papers citing "Supervised Learning of Universal Sentence Representations from Natural Language Inference Data"

50 / 578 papers shown

Title
Check-worthy Claim Detection across Topics for Automated Fact-checking Amani S. Abumansour A. Zubiaga 86 5 0 16 Dec 2022
Utilizing distilBert transformer model for sentiment classification of COVID-19's Persian open-text responses F. Masoumi M. Bahrani 23 2 0 16 Dec 2022
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities Zhe Zhao Yudong Li Cheng-An Hou Jing-xin Zhao Rong Tian ... Xingwu Sun Zhanhui Kang Xiaoyong Du Linlin Shen Kimmo Yan VLM 112 24 0 13 Dec 2022
Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments Zhivar Sourati Vishnu Priya Prasanna Venkatesh D. Deshpande Himanshu Rawlani Filip Ilievski Hông-Ân Sandlin Alain Mermoud AAML 92 21 0 12 Dec 2022
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 293 625 0 07 Dec 2022
Generalised Spherical Text Embedding Souvik Banerjee Bamdev Mishra Pratik Jawanpuria Manish Shrivastava 49 1 0 30 Nov 2022
Using Focal Loss to Fight Shallow Heuristics: An Empirical Analysis of Modulated Cross-Entropy in Natural Language Inference Frano Rajic Ivan Stresec Axel Marmet Tim Postuvan 54 3 0 23 Nov 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Kyle Richardson Ronen Tamari Oren Sultan Reut Tsarfaty Dafna Shahaf Ashish Sabharwal KELM 106 8 0 15 Nov 2022
Conversational Pattern Mining using Motif Detection Nicolle Garber Vukosi Marivate 20 0 0 13 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 95 33 0 11 Nov 2022
Improving Cause-of-Death Classification from Verbal Autopsy Reports Thokozile Manaka Terence L van Zyl D. Kar 63 1 0 31 Oct 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 70 26 0 30 Oct 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 67 10 0 29 Oct 2022
MABEL: Attenuating Gender Bias using Textual Entailment Data Jacqueline He Mengzhou Xia C. Fellbaum Danqi Chen 65 32 0 26 Oct 2022
A practical method for occupational skills detection in Vietnamese job listings Viet-Trung Tran Hai Cao T. Cao 48 1 0 26 Oct 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 90 2 0 23 Oct 2022
Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification Murali Balusu Yangfeng Ji Jacob Eisenstein 59 1 0 20 Oct 2022
ModSandbox: Facilitating Online Community Moderation Through Error Prediction and Improvement of Automated Rules Jean Y. Song Sangwook Lee Jisoo Lee Mina Kim Juho Kim 65 12 0 18 Oct 2022
A Solver-Free Framework for Scalable Learning in Neural ILP Architectures Yatin Nandwani Rishabh Ranjan Mausam Parag Singla 57 7 0 17 Oct 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective Bohong Wu Hai Zhao SSL 78 9 0 16 Oct 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion Jian Song Di Liang Rumei Li Yun Li Sirui Wang Minlong Peng Wei Wu Yongxin Yu 75 12 0 16 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 579 423 0 13 Oct 2022
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders Qiwei Peng David J. Weir Julie Weeds 110 3 0 11 Oct 2022
DABERT: Dual Attention Enhanced BERT for Semantic Matching Sirui Wang Di Liang Jian Song Yun Li Wei Wu 93 18 0 07 Oct 2022
Improving Large-scale Paraphrase Acquisition and Generation Yao Dou Chao Jiang Wei Xu 99 9 0 06 Oct 2022
Regularized Contrastive Learning of Semantic Search Mingxi Tan Alexis Rolland Andong Tian 65 0 0 27 Sep 2022
IDEA: Interactive DoublE Attentions from Label Embedding for Text Classification Ziyuan Wang Hailiang Huang Songqiao Han VLM 57 3 0 23 Sep 2022
Domain Adaptation for Question Answering via Question Classification Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang OOD 102 11 0 12 Sep 2022
Ranking-Enhanced Unsupervised Sentence Representation Learning Yeon Seonwoo Guoyin Wang Changmin Seo Sajal Choudhary Jiwei Li Xiang Li Puyang Xu Sunghyun Park Alice Oh SSL DRL AI4TS 94 16 0 09 Sep 2022
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed 76 10 0 02 Sep 2022
Graph-Augmented Cyclic Learning Framework for Similarity Estimation of Medical Clinical Notes Can Zheng Yanshan Wang X. Jia 62 0 0 19 Aug 2022
Handling big tabular data of ICT supply chains: a multi-task, machine-interpretable approach Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 50 4 0 11 Aug 2022
Using Sentence Embeddings and Semantic Similarity for Seeking Consensus when Assessing Trustworthy AI Dennis Vetter Jesmin Jahan Tithi Magnus Westerlund R. Zicari Gemma Roig 42 4 0 09 Aug 2022
Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases Slawomir Dadas 61 5 0 26 Jul 2022
Embedding Recycling for Language Models Jon Saad-Falcon Amanpreet Singh Luca Soldaini Mike DÁrcy Arman Cohan Doug Downey KELM 63 4 0 11 Jul 2022
Inter-BIN: Interaction-based Cross-architecture IoT Binary Similarity Comparison Qi Song Yongzheng Zhang Binglai Wang Yige Chen 40 9 0 01 Jun 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference Shuang Li Xuming Hu Li Lin Aiwei Liu Lijie Wen Philip S. Yu 86 18 0 31 May 2022
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification Jkedrzej Kozal Michal Le's P. Zyblewski Pawel Ksieniewicz Michal Wo'zniak 51 0 0 25 May 2022
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation -- through the Lens of Semantic Similarity Rating Laura Zeidler Juri Opitz Anette Frank 81 6 0 24 May 2022
Many-Class Text Classification with Matching Yi-Fan Song Yuxian Gu Minlie Huang VLM 34 1 0 23 May 2022
AEON: A Method for Automatic Evaluation of NLP Test Cases Jen-tse Huang Jianping Zhang Wenxuan Wang Pinjia He Yuxin Su Michael R. Lyu 83 23 0 13 May 2022
Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 92 101 0 10 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 66 31 0 09 May 2022
A Survey on Sentence Embedding Models Performance for Patent Analysis Hamid Bekamiri D. Hain Roman Jurowetzki AILaw 94 5 0 28 Apr 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings Miaoran Zhang Marius Mosbach David Ifeoluwa Adelani Michael A. Hedderich Dietrich Klakow 94 36 0 22 Apr 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Wen-tau Yih Yoon Kim James R. Glass 132 232 0 21 Apr 2022
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning Bohong Wu Hai Zhao SSL 53 2 0 20 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 145 5 0 18 Apr 2022
Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang Yingxia Shao Ang Li 64 0 0 13 Apr 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations Anna Wegmann M. Schraagen D. Nguyen 86 50 0 11 Apr 2022