Counter-fitting Word Vectors to Linguistic Constraints

2 March 2016

Papers citing "Counter-fitting Word Vectors to Linguistic Constraints"

28 / 78 papers shown

Title
Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble Yi Zhou Xiaoqing Zheng Cho-Jui Hsieh Kai-Wei Chang Xuanjing Huang SILM 39 48 0 20 Jun 2020
SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions Mao Ye Chengyue Gong Qiang Liu AAML 18 96 0 29 May 2020
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP John X. Morris Eli Lifland Jin Yong Yoo J. E. Grigsby Di Jin Yanjun Qi SILM 27 69 0 29 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 20 111 0 25 Apr 2020
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples Maximilian Mozes Pontus Stenetorp Bennett Kleinberg Lewis D. Griffin AAML 30 99 0 13 Apr 2020
BAE: BERT-based Adversarial Examples for Text Classification Siddhant Garg Goutham Ramakrishnan AAML SILM 39 542 0 04 Apr 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 21 82 0 10 Mar 2020
Affect Enriched Word Embeddings for News Information Retrieval Tommaso Teofili Niyati Chhaya 30 4 0 04 Sep 2019
Memorizing All for Implicit Discourse Relation Recognition Hongxiao Bai Hai Zhao Junhan Zhao 19 10 0 29 Aug 2019
SenseFitting: Sense Level Semantic Specialization of Word Embeddings for Word Sense Disambiguation Manuel Stoeckel Sajawel Ahmed Alexander Mehler 21 0 0 30 Jul 2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 39 626 0 29 Mar 2019
Clustering-Oriented Representation Learning with Attractive-Repulsive Loss Kian Kenyon-Dean Andre Cianflone Lucas Caccia Guillaume Rabusseau Jackie C.K. Cheung Doina Precup 19 12 0 18 Dec 2018
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Qi Lei Lingfei Wu Pin-Yu Chen A. Dimakis Inderjit S. Dhillon Michael Witbrock AAML 18 92 0 01 Dec 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization Edoardo Ponti Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen VLM 28 46 0 11 Sep 2018
Imparting Interpretability to Word Embeddings while Preserving Semantic Structure Lutfi Kerem Senel Ihsan Utlu Furkan Şahinuç H. Ozaktas Aykut Kocc 32 14 0 19 Jul 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 33 139 0 02 Jul 2018
Emotion Detection in Text: a Review Armin Seyeditabari N. Tabari Wlodek Zadrozny 19 83 0 02 Jun 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples Dongyeop Kang Tushar Khot Ashish Sabharwal Eduard H. Hovy GAN 22 84 0 12 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
Towards Understanding and Answering Multi-Sentence Recommendation Questions on Tourism Danish Contractor Barun Patra Mausam Parag Singla 30 1 0 05 Jan 2018
Specialising Word Vectors for Lexical Entailment Ivan Vulić N. Mrksic 37 107 0 17 Oct 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 22 101 0 11 Aug 2017
Scientific document summarization via citation contextualization and scientific discourse Arman Cohan Nazli Goharian 75 94 0 12 Jun 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 29 224 0 01 Jun 2017
Construction of a Japanese Word Similarity Dataset Yuya Sakaizawa Mamoru Komachi 25 12 0 17 Mar 2017
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity D. Gerz Ivan Vulić Felix Hill Roi Reichart Anna Korhonen 31 262 0 02 Aug 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 42 480 0 12 Jun 2016