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
Multi-view Sentence Representation Learning Shuai Tang V. D. Sa SSL 25 3 0 18 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 27 24 0 18 May 2018
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension Taeuk Kim Jihun Choi Sang-goo Lee LRM 28 3 0 18 May 2018
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model Shivashankar Subramanian Timothy Baldwin Trevor Cohn 14 14 0 17 May 2018
Are BLEU and Meaning Representation in Opposition? Ondřej Cífka Ondrej Bojar 17 17 0 16 May 2018
Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning Tribhuvanesh Orekondy Seong Joon Oh Yang Zhang Bernt Schiele Mario Fritz PICV FedML 359 37 0 15 May 2018
Using Statistical and Semantic Models for Multi-Document Summarization Divyanshu Daiya Anukarsh Singh Mukesh K. Jadon 9 5 0 11 May 2018
Domain Adapted Word Embeddings for Improved Sentiment Classification P. Sarma Yingyu Liang W. Sethares 22 68 0 11 May 2018
Towards a universal neural network encoder for time series Joan Serrà Santiago Pascual Alexandros Karatzoglou AI4TS 32 119 0 10 May 2018
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks V. Zhelezniak Dan Busbridge April Shen Samuel L. Smith Nils Y. Hammerla SSL 16 4 0 09 May 2018
Understanding and Mitigating the Security Risks of Voice-Controlled Third-Party Skills on Amazon Alexa and Google Home Yi Yu Xianghang Mi Xuan Feng Xiaofeng Wang Yuan Tian Feng Qian 9 72 0 03 May 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 883 0 03 May 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 190 576 0 02 May 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 19 41 0 25 Apr 2018
NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension Timothy Niven Hung-Yu kao LRM 14 4 0 23 Apr 2018
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation Adam Poliak Aparajita Haldar Rachel Rudinger J. E. Hu Ellie Pavlick Aaron Steven White Benjamin Van Durme AI4CE 28 0 0 23 Apr 2018
A Study on Passage Re-ranking in Embedding based Unsupervised Semantic Search Md. Faisal Mahbub Chowdhury Vijil Chenthamarakshan Rishav Chakravarti A. Gliozzo 19 0 0 22 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
Eval all, trust a few, do wrong to none: Comparing sentence generation models Ondřej Cífka Aliaksei Severyn Enrique Alfonseca Katja Filippova 24 40 0 21 Apr 2018
Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks Wasi Uddin Ahmad Xueying Bai Zhechao Huang Chao Jiang Nanyun Peng Kai-Wei Chang SSL 36 6 0 21 Apr 2018
Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity Li Zhang Steven R. Wilson Rada Mihalcea FedML 15 1 0 20 Apr 2018
Learning Semantic Textual Similarity from Conversations Yinfei Yang Steve Yuan Daniel Cer Sheng-yi Kong Noah Constant Petr Pilar Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 6 160 0 20 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension Minjoon Seo Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 41 54 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,996 0 20 Apr 2018
ECG Heartbeat Classification: A Deep Transferable Representation Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 13 411 0 19 Apr 2018
Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph Zeyu Dai Ruihong Huang AI4TS 35 60 0 16 Apr 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 21 49 0 12 Apr 2018
Unsupervised Correlation Analysis Yedid Hoshen Lior Wolf 17 7 0 01 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 27 328 0 30 Mar 2018
Attentive Interaction Model: Modeling Changes in View in Argumentation Yohan Jo Shivani Poddar Byungsoo Jeon Qinlan Shen Carolyn Rose Graham Neubig 9 27 0 30 Mar 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 19 1,889 0 29 Mar 2018
Contextual Salience for Fast and Accurate Sentence Vectors E. Zelikman Richard Socher 26 5 0 22 Mar 2018
Structured Output Learning with Abstention: Application to Accurate Opinion Prediction Alexandre Garcia S. Essid Chloé Clavel Florence dÁlché-Buc 16 7 0 22 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 37 633 0 14 Mar 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 16 538 0 07 Mar 2018
Generating Contradictory, Neutral, and Entailing Sentences Songlin Yang Shawn Tan Chin-Wei Huang Aaron Courville 11 3 0 07 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 38 1,160 0 06 Mar 2018
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations Andreas Rucklé Steffen Eger Maxime Peyrard Iryna Gurevych 27 99 0 04 Mar 2018
On the scaling of polynomial features for representation matching Siddhartha Brahma 28 0 0 20 Feb 2018
SufiSent - Universal Sentence Representations Using Suffix Encodings Siddhartha Brahma NAI 23 0 0 20 Feb 2018
A Neural Multi-sequence Alignment TeCHnique (NeuMATCH) Pelin Dogan Boyang Albert Li Leonid Sigal Markus Gross AI4TS 30 19 0 19 Feb 2018
Deep Generative Model for Joint Alignment and Word Representation Miguel Rios Wilker Aziz K. Simaán 36 4 0 16 Feb 2018
Evaluating Compositionality in Sentence Embeddings Ishita Dasgupta Demi Guo Andreas Stuhlmuller S. Gershman Noah D. Goodman CoGe 29 121 0 12 Feb 2018
Early Detection of Social Media Hoaxes at Scale A. Zubiaga Aiqi Jiang 26 7 0 22 Jan 2018
Investigating the Working of Text Classifiers Devendra Singh Sachan Manzil Zaheer Ruslan Salakhutdinov AI4TS 37 9 0 19 Jan 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 29 274 0 18 Jan 2018
Learning More Universal Representations for Transfer-Learning Y. Tamaazousti Hervé Le Borgne C´eline Hudelot M. Seddik M. Tamaazousti OOD SSL 27 57 0 27 Dec 2017
Advances in Pre-Training Distributed Word Representations Tomáš Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 16 1,237 0 26 Dec 2017
Hierarchical Text Generation and Planning for Strategic Dialogue Denis Yarats M. Lewis 16 54 0 15 Dec 2017
Distance-based Self-Attention Network for Natural Language Inference Jinbae Im Sungzoon Cho 43 76 0 06 Dec 2017