Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

1 June 2017

Papers citing "Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints"

40 / 90 papers shown

Title
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Wataru Hirota Yoshihiko Suhara Behzad Golshan W. Tan 23 5 0 15 Sep 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces Anne Lauscher Goran Glavas Simone Paolo Ponzetto Ivan Vulić 22 62 0 13 Sep 2019
Definition Frames: Using Definitions for Hybrid Concept Representations Evangelia Spiliopoulou Artidoro Pagnoni Eduard H. Hovy 14 2 0 10 Sep 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić E. Ponti Anna Korhonen Goran Glavavs SSL 23 57 0 05 Sep 2019
A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text Classification Amr Al-Khatib S. El-Beltagy 11 1 0 07 Aug 2019
SenseFitting: Sense Level Semantic Specialization of Word Embeddings for Word Sense Disambiguation Manuel Stoeckel Sajawel Ahmed Alexander Mehler 13 0 0 30 Jul 2019
Attention-based Conditioning Methods for External Knowledge Integration Katerina Margatina Christos Baziotis Alexandros Potamianos 12 30 0 09 Jun 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 6 110 0 04 Jun 2019
Relational Word Embeddings Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert NAI 25 17 0 04 Jun 2019
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang 15 129 0 30 May 2019
A Systematic Study of Leveraging Subword Information for Learning Word Representations Yi Zhu Ivan Vulić Anna Korhonen 19 30 0 16 Apr 2019
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings Meryem M'hamdi Robert West Andreea Hossmann Michael Baeriswyl C. Musat 16 1 0 23 Mar 2019
Unsupervised Post-processing of Word Vectors via Conceptor Negation Tianlin Liu L. Ungar João Sedoc SSL 9 20 0 17 Nov 2018
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog Sebastian Schuster S. Gupta Rushin Shah M. Lewis 27 282 0 31 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 14 1,299 0 29 Sep 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization E. Ponti Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen VLM 22 46 0 11 Sep 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 14 60 0 27 Aug 2018
Expansional Retrofitting for Word Vector Enrichment Hwiyeol Jo 17 2 0 22 Aug 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework Wenhu Chen Jianshu Chen Yu-Chuan Su Xin Eric Wang Dong Yu Xifeng Yan William Yang Wang 11 33 0 19 Aug 2018
Learning Graph Embeddings from WordNet-based Similarity Measures Andrey Kutuzov M. Dorgham Oleksiy Oliynyk Chris Biemann Alexander Panchenko GNN 13 17 0 16 Aug 2018
Imparting Interpretability to Word Embeddings while Preserving Semantic Structure Lutfi Kerem Senel Ihsan Utlu Furkan Şahinuç H. Ozaktas Aykut Kocc 26 14 0 19 Jul 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing E. Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 15 139 0 02 Jul 2018
Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems L. Rojas-Barahona Stefan Ultes Paweł Budzianowski I. Casanueva Milica Gasic Bo-Hsiang Tseng S. Young 6 2 0 14 Jun 2018
Lightly-supervised Representation Learning with Global Interpretability M. A. Valenzuela-Escarcega Ajay Nagesh Mihai Surdeanu SSL 9 23 0 29 May 2018
Fully Statistical Neural Belief Tracking N. Mrksic Ivan Vulić 14 28 0 29 May 2018
Scoring Lexical Entailment with a Supervised Directional Similarity Network Marek Rei D. Gerz Ivan Vulić 11 18 0 23 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 23 335 0 10 May 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen 21 43 0 08 May 2018
ClaimRank: Detecting Check-Worthy Claims in Arabic and English Israa Jaradat Pepa Gencheva Alberto Barrón-Cedeño Lluís Màrquez i Villodre Preslav Nakov HILM 11 103 0 20 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
Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations Andreas Rucklé Steffen Eger Maxime Peyrard Iryna Gurevych 11 99 0 04 Mar 2018
Neural Natural Language Inference Models Enhanced with External Knowledge Qian Chen Xiao-Dan Zhu Zhenhua Ling Diana Inkpen Si Wei 28 215 0 12 Nov 2017
Evaluation of Croatian Word Embeddings Lukás Svoboda Slobodan Beliga 11 10 0 06 Nov 2017
Specialising Word Vectors for Lexical Entailment Ivan Vulić N. Mrksic 27 107 0 17 Oct 2017
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation Ivan Vulić N. Mrksic Anna Korhonen 13 30 0 21 Jul 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 23 524 0 15 Jun 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules Ivan Vulić N. Mrksic Roi Reichart Diarmuid Ó Séaghdha S. Young Anna Korhonen 24 48 0 01 Jun 2017
Construction of a Japanese Word Similarity Dataset Yuya Sakaizawa Mamoru Komachi 9 12 0 17 Mar 2017
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training Massimiliano Mancini Jose Camacho-Collados Ignacio Iacobacci Roberto Navigli 15 78 0 08 Dec 2016
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations Ivan Vulić Roy Schwartz A. Rappoport Roi Reichart Anna Korhonen 13 10 0 19 Aug 2016