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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"

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Title
The COVMis-Stance dataset: Stance Detection on Twitter for COVID-19 Misinformation Yanfang Hou P. V. D. Putten Suzan Verberne 88 10 0 05 Apr 2022
A Prompting-based Approach for Adversarial Example Generation and Robustness Enhancement Yuting Yang Pei Huang Juan Cao Jintao Li Yun Lin Jin Song Dong Feifei Ma Jian Zhang AAML SILM 98 13 0 21 Mar 2022
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation Xuandong Zhao Zhiguo Yu Ming-li Wu Lei Li 57 5 0 15 Mar 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text Mobashir Sadat Cornelia Caragea AILaw 89 37 0 13 Mar 2022
Integrating Dependency Tree Into Self-attention for Sentence Representation Junhua Ma Jiajun Li Yuxuan Liu Shangbo Zhou Xue Li 37 2 0 11 Mar 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Haochen Tan Wei Shao Han Wu Ke Yang Linqi Song 52 19 0 11 Mar 2022
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies Pok Wah Chan 47 1 0 11 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 85 30 0 05 Mar 2022
On the data requirements of probing Zining Zhu Jixuan Wang Bai Li Frank Rudzicz 71 5 0 25 Feb 2022
Double-Barreled Question Detection at Momentive Peng Jiang K. S. Muppalla Qingyue Wei C. N. Gopal Chun Wang 18 0 0 12 Feb 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 69 8 0 07 Feb 2022
Identifying stimulus-driven neural activity patterns in multi-patient intracranial recordings Jeremy R. Manning 46 0 0 04 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 111 554 0 02 Feb 2022
A Stochastic Bundle Method for Interpolating Networks Alasdair Paren Leonard Berrada Rudra P. K. Poudel M. P. Kumar 86 4 0 29 Jan 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts Ting Jiang Jian Jiao Shaohan Huang Zi-qiang Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Qi Zhang 93 125 0 12 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 50 25 0 21 Dec 2021
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 89 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 82 4 0 19 Dec 2021
Analysis and Prediction of NLP Models Via Task Embeddings Damien Sileo Marie-Francine Moens 57 4 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 75 9 0 08 Dec 2021
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Tengjiao Wang Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 271 453 0 04 Dec 2021
Variation and generality in encoding of syntactic anomaly information in sentence embeddings Qinxuan Wu Allyson Ettinger 36 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 126 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 118 15 0 02 Nov 2021
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 96 28 0 01 Nov 2021
Comparative Explanations of Recommendations Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 133 12 0 01 Nov 2021
Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors A. Izzidien D. Stillwell 67 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 124 31 0 27 Oct 2021
Generating Watermarked Adversarial Texts Mingjie Li Hanzhou Wu Xinpeng Zhang AAML WaLM 98 1 0 25 Oct 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 107 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 57 3 0 15 Oct 2021
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling Prathyusha Jwalapuram Shafiq Joty Xiang Lin 121 16 0 14 Oct 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Marco Di Giovanni Marco Brambilla 64 10 0 05 Oct 2021
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences Yuan An Alexander Kalinowski Jane Greenberg 56 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 100 40 0 26 Sep 2021
Text Ranking and Classification using Data Compression Nitya Kasturi I. Markov 87 4 0 23 Sep 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 268 96 0 23 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 93 28 0 14 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 113 9 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 193 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 70 19 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 108 52 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 59 4 0 08 Sep 2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer Zeyu Li Yilong Qin Zihan Liu Wei Wang 32 4 0 07 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Liang Wang Wei Zhao Jingming Liu 77 14 0 01 Sep 2021
Sentence Bottleneck Autoencoders from Transformer Language Models Ivan Montero Nikolaos Pappas Noah A. Smith AI4CE 96 29 0 31 Aug 2021
Span Fine-tuning for Pre-trained Language Models Rongzhou Bao Zhuosheng Zhang Hai Zhao 65 2 0 29 Aug 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations M. Moradi Matthias Samwald AAML 101 102 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 297 569 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 67 6 0 06 Aug 2021