Multilingual Extraction and Categorization of Lexical Collocations with
Graph-aware Transformers

Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers

23 May 2022

Luis Espinosa-Anke

Alireza Mohammadshahi

James Henderson

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Papers citing "Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers"

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Title
Do Transformers Really Perform Bad for Graph Representation? Chengxuan Ying Tianle Cai Shengjie Luo Shuxin Zheng Guolin Ke Di He Yanming Shen Tie-Yan Liu GNN 107 443 0 09 Jun 2021
Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism Shezheng Song Shasha Li Jie Yu Jun Ma Bin Ji 40 4 0 21 May 2021
Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling Alireza Mohammadshahi James Henderson 65 12 0 15 Apr 2021
PMI-Masking: Principled masking of correlated spans Yoav Levine Barak Lenz Opher Lieber Omri Abend Kevin Leyton-Brown Moshe Tennenholtz Y. Shoham 58 73 0 05 Oct 2020
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement Alireza Mohammadshahi James Henderson 76 34 0 29 Mar 2020
CamemBERT: a Tasty French Language Model Louis Martin Benjamin Muller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Eric Villemonte de la Clergerie Djamé Seddah Benoît Sagot 130 976 0 10 Nov 2019
Graph-to-Graph Transformer for Transition-based Dependency Parsing Alireza Mohammadshahi James Henderson AI4CE 26 26 0 08 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,593 0 05 Nov 2019
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Giuseppe Castellucci Valentina Bellomaria Andrea Favalli Raniero Romagnoli VLM 58 75 0 05 Jul 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 97 557 0 28 Feb 2019
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition Vered Shwartz Ido Dagan CoGe 61 79 0 27 Feb 2019
Robust Neural Machine Translation with Joint Textual and Phonetic Embedding Hairong Liu Mingbo Ma Liang Huang Hao Xiong Zhongjun He AAML 81 59 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 104 1,597 0 17 Sep 2013