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
Overview of BioASQ 2020: The eighth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering A. Nentidis Anastasia Krithara K. Bougiatiotis Martin Krallinger Carlos Rodríguez-Penagos Marta Villegas George Giannakopoulos 17 32 0 28 Jun 2021
Semantic sentence similarity: size does not always matter Danny Merkx S. Frank M. Ernestus 11 6 0 16 Jun 2021
Target Model Agnostic Adversarial Attacks with Query Budgets on Language Understanding Models Jatin Chauhan Karan Bhukar Manohar Kaul AAML 20 1 0 13 Jun 2021
Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units Sara Meftah N. Semmar Y. Tamaazousti H. Essafi F. Sadat 20 3 0 09 Jun 2021
Sentence Embeddings using Supervised Contrastive Learning Danqi Liao SSL 9 9 0 09 Jun 2021
Generating Hypothetical Events for Abductive Inference Debjit Paul Anette Frank ReLM LRM 8 7 0 07 Jun 2021
GTM: A Generative Triple-Wise Model for Conversational Question Generation Lei Shen Fandong Meng Jinchao Zhang Yang Feng Jie Zhou 19 13 0 07 Jun 2021
Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions Fadime Sener Rishabh Saraf Angela Yao LM&Ro 31 10 0 06 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 39 202 0 03 Jun 2021
Knowing More About Questions Can Help: Improving Calibration in Question Answering Shujian Zhang Chengyue Gong Eunsol Choi UQLM 33 58 0 02 Jun 2021
Figurative Language in Recognizing Textual Entailment Tuhin Chakrabarty Debanjan Ghosh Adam Poliak Smaranda Muresan 22 37 0 02 Jun 2021
Discrete Cosine Transform as Universal Sentence Encoder Nada AlMarwani Mona T. Diab 11 2 0 02 Jun 2021
Improving Automatic Hate Speech Detection with Multiword Expression Features Nicolas Zampieri Irina Illina Dominique Fohr 11 0 0 01 Jun 2021
Pre-training Universal Language Representation Yian Li Hai Zhao SSL 35 8 0 30 May 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering Junjie Huang Duyu Tang Linjun Shou Ming Gong Ke Xu Daxin Jiang Ming Zhou Nan Duan 36 111 0 27 May 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 52 546 0 25 May 2021
One4all User Representation for Recommender Systems in E-commerce Kyuyong Shin Hanock Kwak KyungHyun Kim Minkyu Kim Young-Jin Park Jisu Jeong Seungjae Jung 30 27 0 24 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 29 191 0 20 May 2021
Sentence Similarity Based on Contexts Xiaofei Sun Yuxian Meng Xiang Ao Fei Wu Tianwei Zhang Jiwei Li Chun Fan 28 29 0 17 May 2021
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters Yan Xu Etsuko Ishii Samuel Cahyawijaya Zihan Liu Genta Indra Winata Andrea Madotto Dan Su Pascale Fung RALM 25 44 0 13 May 2021
DefSent: Sentence Embeddings using Definition Sentences Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 11 23 0 10 May 2021
DocSCAN: Unsupervised Text Classification via Learning from Neighbors Dominik Stammbach Elliott Ash 11 9 0 09 May 2021
CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints Anselm Paulus Michal Rolínek Vít Musil Brandon Amos Georg Martius 20 60 0 05 May 2021
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media Youngseo Son Vasudha Varadarajan H. Andrew Schwartz 24 10 0 04 May 2021
A Deep Learning Framework for Lifelong Machine Learning Charles X. Ling Tanner A. Bohn CLL 24 5 0 01 May 2021
Paraphrastic Representations at Scale John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 21 19 0 30 Apr 2021
Semi-supervised Interactive Intent Labeling Saurav Sahay Eda Okur N. Hakim L. Nachman VLM 11 8 0 27 Apr 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Rada Mihalcea 27 14 0 27 Apr 2021
Deep learning for sentence clustering in essay grading support Li-Hsin Chang Iiro Rastas S. Pyysalo Filip Ginter 26 8 0 23 Apr 2021
BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models A. Islam Weicheng Ma Soroush Vosoughi 22 4 0 19 Apr 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 51 3,274 0 18 Apr 2021
Dual-View Distilled BERT for Sentence Embedding Xingyi Cheng 3DV 6 14 0 18 Apr 2021
Condenser: a Pre-training Architecture for Dense Retrieval Luyu Gao Jamie Callan AI4CE 27 253 0 16 Apr 2021
Are Classes Clusters? Kees Varekamp 16 2 0 16 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 24 234 0 15 Apr 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning Kexin Wang Nils Reimers Iryna Gurevych 16 177 0 14 Apr 2021
Sentence Embeddings by Ensemble Distillation Fredrik Carlsson Magnus Sahlgren 16 1 0 14 Apr 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 24 101 0 12 Apr 2021
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models James Y. Huang Kuan-Hao Huang Kai-Wei Chang 19 21 0 11 Apr 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost Zhen Wu Lijun Wu Qi Meng Yingce Xia Shufang Xie Tao Qin Xinyu Dai Tie-Yan Liu 18 22 0 11 Apr 2021
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders Maarten De Raedt Fréderic Godin Pieter Buteneers Chris Develder Thomas Demeester 33 1 0 08 Apr 2021
Multimodal Entity Linking for Tweets Omar Adjali Romaric Besançon Olivier Ferret Hervé Le Borgne Brigitte Grau 19 48 0 07 Apr 2021
Whitening Sentence Representations for Better Semantics and Faster Retrieval Jianlin Su Jiarun Cao Weijie Liu Yangyiwen Ou 10 293 0 29 Mar 2021
Unsupervised Document Embedding via Contrastive Augmentation Dongsheng Luo Wei Cheng Jingchao Ni Wenchao Yu Xuchao Zhang ... Yanchi Liu Zhengzhang Chen Dongjin Song Haifeng Chen Xiang Zhang SSL 31 11 0 26 Mar 2021
Persistence Homology of TEDtalk: Do Sentence Embeddings Have a Topological Shape? Shouman Das S. A. Haque Md. Iftekhar Tanveer 11 4 0 25 Mar 2021
Identifying Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 11 30 0 22 Mar 2021
Structural block driven - enhanced convolutional neural representation for relation extraction Dongsheng Wang Prayag Tiwari S. Garg Hongyin Zhu P. Bruza NAI AI4TS 35 21 0 21 Mar 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 27 11 0 17 Mar 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU Models Mengnan Du Varun Manjunatha R. Jain Ruchi Deshpande Franck Dernoncourt Jiuxiang Gu Tong Sun Xia Hu 57 105 0 11 Mar 2021
Active $^2$ Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation Rishi Hazra Parag Dutta Shubham Gupta Mohammed Abdul Qaathir Ambedkar Dukkipati VLM 16 8 0 11 Mar 2021