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"

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Title
Quantifying Robustness to Adversarial Word Substitutions Yuting Yang Pei Huang Feifei Ma Juan Cao Meishan Zhang Jian Zhang Jintao Li AAML 24 3 0 11 Jan 2022
Semantic Search for Large Scale Clinical Ontologies Duy-Hoa Ngo Madonna Kemp Donna L. Truran Bevan Koopman Alejandro Metke-Jimenez VLM 17 2 0 01 Jan 2022
Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents Hannes Westermann Jaromír Šavelka Vern R. Walker Kevin D. Ashley Karim Benyekhlef AILaw 13 25 0 21 Dec 2021
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 19 38 0 21 Dec 2021
hybrid-Falcon: Hybrid Pattern Malware Detection and Categorization with Network Traffic and Program Code Peng Xu Claudia Eckert Apostolis Zarras 30 4 0 19 Dec 2021
Analysis and Prediction of NLP Models Via Task Embeddings Damien Sileo Marie-Francine Moens 24 3 0 10 Dec 2021
VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction Dan Li Yang Yang Hongyin Tang Jingang Wang Tong Xu Wei Wu Enhong Chen 27 7 0 08 Dec 2021
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 175 435 0 04 Dec 2021
Exploiting all samples in low-resource sentence classification: early stopping and initialization parameters Hongseok Choi Hyunju Lee 29 3 0 12 Nov 2021
Variation and generality in encoding of syntactic anomaly information in sentence embeddings Qinxuan Wu Allyson Ettinger 23 2 0 12 Nov 2021
Critical Sentence Identification in Legal Cases Using Multi-Class Classification Sahan Jayasinghe Lakith Rambukkanage Ashan Silva Nisansa de Silva A. Perera AILaw ELM 48 4 0 10 Nov 2021
Effective and Imperceptible Adversarial Textual Attack via Multi-objectivization Shengcai Liu Ning Lu W. Hong Chao Qian Ke Tang AAML 22 15 0 02 Nov 2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 42 7 0 02 Nov 2021
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 24 25 0 01 Nov 2021
Comparative Explanations of Recommendations Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 28 11 0 01 Nov 2021
Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors A. Izzidien D. Stillwell 26 0 0 29 Oct 2021
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Alejandro Martín Javier Huertas-Tato Álvaro Huertas-García Guillermo Villar-Rodríguez David Camacho HILM 25 31 0 27 Oct 2021
Generating Watermarked Adversarial Texts Mingjie Li Hanzhou Wu Xinpeng Zhang AAML WaLM 24 1 0 25 Oct 2021
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation Moussa Kamal Eddine Guokan Shang A. Tixier Michalis Vazirgiannis 26 25 0 16 Oct 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 51 29 0 16 Oct 2021
Generating Natural Language Adversarial Examples through An Improved Beam Search Algorithm Tengfei Zhao Zhaocheng Ge Han Hu Di Shi AAML 35 3 0 15 Oct 2021
Transferring Semantic Knowledge Into Language Encoders Mohammad Umair Francis Ferraro 17 1 0 14 Oct 2021
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling Prathyusha Jwalapuram Chenyu You Xiang Lin 76 15 0 14 Oct 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Marco Di Giovanni Marco Brambilla 24 10 0 05 Oct 2021
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences Yuan An Alexander Kalinowski Jane Greenberg 11 1 0 02 Oct 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Che Liu Rui Wang Jinghua Liu Jian Sun Fei Huang Luo Si 43 40 0 26 Sep 2021
Text Ranking and Classification using Data Compression Nitya Kasturi I. Markov 24 4 0 23 Sep 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 183 95 0 23 Sep 2021
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System Libo Qin Tianbao Xie Shijue Huang Qiguang Chen Xiao Xu Wanxiang Che 57 20 0 23 Sep 2021
Unsupervised Contextualized Document Representation Ankur Gupta Vivek Gupta 11 2 0 22 Sep 2021
NOPE: A Corpus of Naturally-Occurring Presuppositions in English Alicia Parrish Sebastian Schuster Alex Warstadt Omar Agha Soo-hwan Lee Zhuoye Zhao Sam Bowman Tal Linzen LRM 44 23 0 14 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 35 8 0 14 Sep 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning Tu Vu Minh-Thang Luong Quoc V. Le Grady Simon Mohit Iyyer 131 61 0 13 Sep 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework Abhilash Nandy Soumya Sharma Shubham Maddhashiya K. Sachdeva Pawan Goyal Niloy Ganguly 30 17 0 13 Sep 2021
Pairwise Supervised Contrastive Learning of Sentence Representations Dejiao Zhang Shang-Wen Li Wei Xiao Henghui Zhu Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 55 50 0 12 Sep 2021
What's Hidden in a One-layer Randomly Weighted Transformer? Sheng Shen Z. Yao Douwe Kiela Kurt Keutzer Michael W. Mahoney 32 4 0 08 Sep 2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer Zeyu Li Yilong Qin Zihan Liu Wei Wang 12 2 0 07 Sep 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding Le-le Cao Emil Larsson Vilhelm von Ehrenheim Dhiana Deva Cavalcanti Rocha Anna Martin Sonja Horn 24 5 0 07 Sep 2021
Contextualized Embeddings based Convolutional Neural Networks for Duplicate Question Identification Harsh Sakhrani Saloni Parekh Pratik Ratadiya 21 0 0 03 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Liang Wang Wei-Ye Zhao Jingming Liu 40 14 0 01 Sep 2021
Sentence Bottleneck Autoencoders from Transformer Language Models Ivan Montero Nikolaos Pappas Noah A. Smith AI4CE 22 28 0 31 Aug 2021
Span Fine-tuning for Pre-trained Language Models Rongzhou Bao Zhuosheng Zhang Hai Zhao 14 1 0 29 Aug 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations M. Moradi Matthias Samwald AAML 48 95 0 27 Aug 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 58 529 0 19 Aug 2021
LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching Kun Zhang Guangyi Lv Le Wu Enhong Chen Qi Liu Meng Wang 28 6 0 06 Aug 2021
Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization Markus Dreyer Mengwen Liu Feng Nan Sandeep Atluri Sujith Ravi HILM 51 16 0 05 Aug 2021
Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation Bingqian Lin Yi Zhu Yanxin Long Xiaodan Liang QiXiang Ye Liang Lin AAML 39 16 0 23 Jul 2021
Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss Abien Fred Agarap DRL 13 0 0 23 Jul 2021
Unsupervised Spoken Utterance Classification S. Jalalvand S. Bangalore 20 0 0 02 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 95 0 01 Jul 2021