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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
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks Hyunjin Choi Judong Kim Seongho Joe Youngjune Gwon SSeg 102 104 0 26 Jan 2021
Enhanced word embeddings using multi-semantic representation through lexical chains Terry Ruas C. H. P. Ferreira W. Grosky F. O. França D. D. Medeiros 93 18 0 22 Jan 2021
Exploring Lexical Irregularities in Hypothesis-Only Models of Natural Language Inference Qingyuan Hu Yi Zhang Kanishka Misra Julia Taylor Rayz 38 0 0 19 Jan 2021
Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa -- A Large Romanian Sentiment Data Set A. Tache Mihaela Găman Radu Tudor Ionescu 49 24 0 11 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 291 257 0 04 Jan 2021
Reservoir Transformers Sheng Shen Alexei Baevski Ari S. Morcos Kurt Keutzer Michael Auli Douwe Kiela 102 18 0 30 Dec 2020
Generating Natural Language Attacks in a Hard Label Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 74 107 0 29 Dec 2020
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 101 58 0 28 Dec 2020
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 75 5 0 28 Dec 2020
To what extent do human explanations of model behavior align with actual model behavior? Grusha Prasad Yixin Nie Joey Tianyi Zhou Robin Jia Douwe Kiela Adina Williams 85 28 0 24 Dec 2020
A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews Kai Chen M. Niu Qingcai Chen 77 6 0 22 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 113 407 0 14 Dec 2020
Incorporating Domain Knowledge To Improve Topic Segmentation Of Long MOOC Lecture Videos A. Das P. Das 26 3 0 08 Dec 2020
Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks R. ShreeCharran R. Dubey AI4TS AIFin 45 1 0 01 Dec 2020
Flood Detection via Twitter Streams using Textual and Visual Features Firoj Alam Zohaib Hassan Kashif Ahmad Asma Gul Michael Reiglar Nicola Conci Ala I. Al-Fuqaha 38 4 0 30 Nov 2020
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks Alex Mathai Shreya Khare Srikanth G. Tamilselvam Senthil Mani AAML 58 6 0 08 Nov 2020
Probing Multilingual BERT for Genetic and Typological Signals Taraka Rama Lisa Beinborn Steffen Eger 63 25 0 04 Nov 2020
Analyzing Sustainability Reports Using Natural Language Processing A. Luccioni Emi Baylor N. Duchêne 74 48 0 03 Nov 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 85 222 0 02 Nov 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 117 3 0 24 Oct 2020
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions Radhika Dua Sai Srinivas Kancheti V. Balasubramanian LRM 88 22 0 24 Oct 2020
Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji Hiromichi Kameya Rafal Rzepka K. Araki 54 4 0 22 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Minghan Li He Bai Luchen Tan Kun Xiong Ming Li Jimmy J. Lin FedML 43 0 0 21 Oct 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 300 250 0 16 Oct 2020
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision Hao Tan Joey Tianyi Zhou CLIP 100 121 0 14 Oct 2020
Extending Implicit Discourse Relation Recognition to the PDTB-3 Li Liang Zheng Zhao Bonnie Webber 112 18 0 13 Oct 2020
Human-centric Dialog Training via Offline Reinforcement Learning Natasha Jaques J. Shen Asma Ghandeharioun Craig Ferguson Àgata Lapedriza Noah J. Jones S. Gu Rosalind W. Picard OffRL 86 96 0 12 Oct 2020
Modelling Lexical Ambiguity with Density Matrices Francois Meyer Martha Lewis 89 21 0 12 Oct 2020
From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks Steffen Eger Yannik Benz AAML 100 45 0 12 Oct 2020
OCNLI: Original Chinese Natural Language Inference Hai Hu Kyle Richardson Liang Xu Lu Li Sandra Kübler L. Moss 95 118 0 12 Oct 2020
Open-Domain Question Answering Goes Conversational via Question Rewriting R. Anantha Svitlana Vakulenko Zhucheng Tu Shayne Longpre S. Pulman Srinivas Chappidi LRM 83 171 0 10 Oct 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference Tianyu Liu Xin Zheng Xiaoan Ding Baobao Chang Zhifang Sui 73 25 0 08 Oct 2020
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank Eleftheria Briakou Marine Carpuat 65 26 0 07 Oct 2020
Self-training Improves Pre-training for Natural Language Understanding Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 56 164 0 05 Oct 2020
Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management Wenlin Yao Cheng Zhang S. Saravanan Ruihong Huang Ali Mostafavi 21 17 0 04 Oct 2020
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 110 26 0 04 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 64 50 0 02 Oct 2020
Understanding tables with intermediate pre-training Julian Martin Eisenschlos Syrine Krichene Thomas Müller LMTD 172 121 0 01 Oct 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing SSL 123 180 0 25 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 92 152 0 07 Sep 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 147 122 0 06 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 101 237 0 27 Aug 2020
Sensitive Information Detection: Recursive Neural Networks for Encoding Context Jan Neerbek 32 9 0 25 Aug 2020
Towards Earnings Call and Stock Price Movement Zhiqiang Ma G. Bang Chong Wang Xiaomo Liu AIFin 27 4 0 23 Aug 2020
HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection Meghana Bhange Nirant Kasliwal 40 7 0 22 Aug 2020
Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks Bharath Kandimalla Shaurya Rohatgi Jian Wu C. Lee Giles 74 33 0 27 Jul 2020
Book Success Prediction with Pretrained Sentence Embeddings and Readability Scores Muhammad Khalifa Aminul Islam 45 1 0 21 Jul 2020
Searching Scientific Literature for Answers on COVID-19 Questions Vincent Nguyen Maciej Rybiński Sarvnaz Karimi Zhenchang Xing 61 3 0 06 Jul 2020
CORD19STS: COVID-19 Semantic Textual Similarity Dataset Xiao Guo H. Mirzaalian Ekraam Sabir Aysush Jaiswal Wael AbdAlmageed 63 33 0 05 Jul 2020
Text Data Augmentation: Towards better detection of spear-phishing emails Mehdi Regina Maxime Meyer S. Goutal 72 18 0 04 Jul 2020