Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

2 July 2018

Papers citing "Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing"

36 / 36 papers shown

Title
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey Xinyu Wang Wenbo Zhang Sarah Rajtmajer 31 1 0 24 Oct 2024
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? Seth Aycock David Stap Di Wu Christof Monz Khalil Simaán 36 2 0 27 Sep 2024
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base Hasti Toossi Guo Qing Huai Jinyu Liu Eric Khiu A. Seza Doğruöz En-Shiun Annie Lee 29 3 0 17 May 2024
Multilingual Gradient Word-Order Typology from Universal Dependencies Emi Baylor Esther Ploeger Johannes Bjerva 28 4 0 02 Feb 2024
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization Muhammad Farid Adilazuarda Samuel Cahyawijaya Alham Fikri Aji Genta Indra Winata Ayu Purwarianti 21 5 0 11 Jan 2024
The Past, Present, and Future of Typological Databases in NLP Emi Baylor Esther Ploeger Johannes Bjerva 13 5 0 20 Oct 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 24 60 0 16 Oct 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 36 10 0 26 Jul 2023
Multilingual Multiword Expression Identification Using Lateral Inhibition and Domain Adaptation Andrei-Marius Avram V. Mititelu V. Pais Dumitru-Clementin Cercel Stefan Trausan-Matu 43 3 0 17 Jun 2023
From `Snippet-lects' to Doculects and Dialects: Leveraging Neural Representations of Speech for Placing Audio Signals in a Language Landscape Severine Guillaume Guillaume Wisniewski Alexis Michaud 23 2 0 29 May 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 32 68 0 23 May 2023
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages Chunlan Ma Ayyoob Imani Haotian Ye Renhao Pei Ehsaneddin Asgari Hinrich Schütze 27 23 0 15 May 2023
Language Embeddings Sometimes Contain Typological Generalizations Robert Östling Murathan Kurfali NAI 36 9 0 19 Jan 2023
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 28 13 0 12 Apr 2022
Using Linguistic Typology to Enrich Multilingual Lexicons: the Case of Lexical Gaps in Kinship Temuulen Khishigsuren Gábor Bella Khuyagbaatar Batsuren Abed Alhakim Freihat N. C. Nair Amarsanaa Ganbold H. Khalilia Yamini Chandrashekar Fausto Giunchiglia 22 11 0 11 Apr 2022
Language Diversity: Visible to Humans, Exploitable by Machines Gábor Bella Erdenebileg Byambadorj Yamini Chandrashekar Khuyagbaatar Batsuren Danish Ashgar Cheema Fausto Giunchiglia 14 11 0 09 Mar 2022
Combining Modular Skills in Multitask Learning E. Ponti Alessandro Sordoni Yoshua Bengio Siva Reddy MoE 12 37 0 28 Feb 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Emanuele Bugliarello Fangyu Liu Jonas Pfeiffer Siva Reddy Desmond Elliott E. Ponti Ivan Vulić MLLM VLM ELM 48 62 0 27 Jan 2022
Dataset Geography: Mapping Language Data to Language Users Fahim Faisal Yinkai Wang Antonios Anastasopoulos 62 23 0 07 Dec 2021
Modelling Latent Translations for Cross-Lingual Transfer E. Ponti Julia Kreutzer Ivan Vulić Siva Reddy 32 18 0 23 Jul 2021
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages E. Ponti Rahul Aralikatte Disha Shrivastava Siva Reddy Anders Søgaard 40 16 0 02 Jun 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples Qianchu Liu E. Ponti Diana McCarthy Ivan Vulić Anna Korhonen 21 17 0 17 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 23 32 0 17 Apr 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data D. Gerz Pei-hao Su Razvan Kusztos Avishek Mondal M. Lis Eshan Singhal N. Mrksic Tsung-Hsien Wen Ivan Vulić 17 35 0 17 Apr 2021
A Practical Approach towards Causality Mining in Clinical Text using Active Transfer Learning Musarrat Hussain Fahad Ahmed Satti Jamil Hussain Taqdir Ali Syed Imran Ali H. M. Bilal Gwang Hoon Park Sungyoung Lee 14 7 0 10 Dec 2020
Emergent Communication Pretraining for Few-Shot Machine Translation Yaoyiran Li E. Ponti Ivan Vulić Anna Korhonen 25 19 0 02 Nov 2020
Deep multi-metric learning for text-independent speaker verification Jiwei Xu Xinggang Wang Bin Feng Wenyu Liu 43 25 0 17 Jul 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavas 16 56 0 01 May 2020
UDapter: Language Adaptation for Truly Universal Dependency Parsing Ahmet Üstün Arianna Bisazza G. Bouma Gertjan van Noord 27 113 0 29 Apr 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 19 801 0 20 Apr 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker E. Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 16 82 0 10 Mar 2020
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection Arya D. McCarthy Ekaterina Vylomova Shijie Wu Chaitanya Malaviya Lawrence Wolf-Sonkin ... Miikka Silfverberg Sabrina J. Mielke Jeffrey Heinz Ryan Cotterell Mans Hulden 17 112 0 25 Oct 2019
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization E. Ponti Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen VLM 25 46 0 11 Sep 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen 26 43 0 08 May 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,635 0 11 Oct 2017
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 224 315 0 06 Jun 2016