Learning Language Representations for Typology Prediction

29 July 2017

Graham Neubig

Papers citing "Learning Language Representations for Typology Prediction"

50 / 60 papers shown

Title
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR Abhishek Gupta Amruta Parulekar Sameep Chattopadhyay P. Jyothi VLM 33 0 0 17 Oct 2024
Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis Yiyi Chen Qiongxiu Li Russa Biswas Johannes Bjerva 39 1 0 17 Oct 2024
Linguistically-Informed Multilingual Instruction Tuning: Is There an Optimal Set of Languages to Tune? Gürkan Soykan Gözde Gül Şahin 23 0 0 10 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 33 2 0 27 Sep 2024
LangSAMP: Language-Script Aware Multilingual Pretraining Yihong Liu Haotian Ye Chunlan Ma Mingyang Wang Hinrich Schütze VLM 31 0 0 26 Sep 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages Trinh Pham Khoi M. Le Luu Anh Tuan 42 1 0 14 Jun 2024
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch MoMe 47 4 0 24 Apr 2024
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness Shijia Zhou Huangyan Shan Barbara Plank Robert Litschko 40 2 0 03 Apr 2024
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations Emilio Villa-Cueva A. P. López-Monroy Fernando Sánchez-Vega Thamar Solorio VLM 46 3 0 03 Apr 2024
Multilingual Gradient Word-Order Typology from Universal Dependencies Emi Baylor Esther Ploeger Johannes Bjerva 28 4 0 02 Feb 2024
Patterns of Persistence and Diffusibility across the World's Languages Yiyi Chen Johannes Bjerva 24 0 0 03 Jan 2024
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages Viktor Hangya Silvia Severini Radoslav Ralev Alexander Fraser Hinrich Schütze 22 0 0 21 Nov 2023
Towards a Deep Understanding of Multilingual End-to-End Speech Translation Haoran Sun Xiaohu Zhao Yikun Lei Shaolin Zhu Deyi Xiong 37 8 0 31 Oct 2023
The Past, Present, and Future of Typological Databases in NLP Emi Baylor Esther Ploeger Johannes Bjerva 13 5 0 20 Oct 2023
Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features Li Zhou Antonia Karamolegkou Wenyu Chen Daniel Hershcovich 45 11 0 10 Oct 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction Manuel Mager Rajat Bhatnagar Graham Neubig Ngoc Thang Vu Katharina Kann 28 10 0 11 Jun 2023
Colexifications for Bootstrapping Cross-lingual Datasets: The Case of Phonology, Concreteness, and Affectiveness Yiyi Chen Johannes Bjerva 24 3 0 05 Jun 2023
InstructAlign: High-and-Low Resource Language Alignment via Continual Crosslingual Instruction Tuning Samuel Cahyawijaya Holy Lovenia Tiezheng Yu Willy Chung Pascale Fung ALM 39 14 0 23 May 2023
Zero-shot cross-lingual transfer language selection using linguistic similarity J. Eronen M. Ptaszynski Fumito Masui 19 32 0 31 Jan 2023
Language Embeddings Sometimes Contain Typological Generalizations Robert Östling Murathan Kurfali NAI 28 9 0 19 Jan 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages Ercong Nie Sheng Liang Helmut Schmid Hinrich Schütze VLM RALM LRM 25 22 0 19 Dec 2022
Informative Language Representation Learning for Massively Multilingual Neural Machine Translation Renren Jin Deyi Xiong 25 4 0 04 Sep 2022
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models Terra Blevins Hila Gonen Luke Zettlemoyer LRM 56 26 0 24 May 2022
Polyglot Prompt: Multilingual Multitask PrompTraining Jinlan Fu See-Kiong Ng Pengfei Liu 29 7 0 29 Apr 2022
Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models Terra Blevins Luke Zettlemoyer 24 85 0 17 Apr 2022
$Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation$ Meta-X $_{NLG}$ : A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation Kaushal Kumar Maurya M. Desarkar 21 8 0 19 Mar 2022
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space Alex Jones Luu Anh Tuan Kyle Mahowald 23 8 0 13 Sep 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 11 806 0 22 Jun 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 15 553 0 06 Jun 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning Dian Yu Taiqi He Kenji Sagae 19 12 0 03 Jun 2021
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages Garry Kuwanto Afra Feyza Akyürek Isidora Chara Tourni Siyang Li Alex Jones Derry Wijaya 19 5 0 24 Mar 2021
Does Typological Blinding Impede Cross-Lingual Sharing? Johannes Bjerva Isabelle Augenstein 19 17 0 28 Jan 2021
Probing Multilingual BERT for Genetic and Typological Signals Taraka Rama Lisa Beinborn Steffen Eger 19 24 0 04 Nov 2020
Cross-lingual Word Embeddings beyond Zero-shot Machine Translation Shifei Chen A. Basirat 17 1 0 03 Nov 2020
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification Badr M. Abdullah Jacek Kudera T. Avgustinova Bernd Möbius Dietrich Klakow 17 5 0 22 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 27 824 0 21 Oct 2020
SIGTYP 2020 Shared Task: Prediction of Typological Features Johannes Bjerva Elizabeth Salesky Sabrina J. Mielke Aditi Chaudhary G. Celano E. Ponti Ekaterina Vylomova Ryan Cotterell Isabelle Augenstein 13 18 0 16 Oct 2020
Model Selection for Cross-Lingual Transfer Yang Chen Alan Ritter 10 12 0 13 Oct 2020
Linguistic Typology Features from Text: Inferring the Sparse Features of World Atlas of Language Structures Alexander Gutkin Tatiana Merkulova Martin Jansche 11 0 0 30 Apr 2020
Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations Arturo Oncevay Barry Haddow Alexandra Birch 14 34 0 30 Apr 2020
UDapter: Language Adaptation for Truly Universal Dependency Parsing A. Ustun Arianna Bisazza G. Bouma Gertjan van Noord 27 113 0 29 Apr 2020
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 14 98 0 14 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
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages E. Ponti Ivan Vulić Ryan Cotterell Marinela Parović Roi Reichart Anna Korhonen BDL 21 29 0 30 Jan 2020
Should All Cross-Lingual Embeddings Speak English? Antonios Anastasopoulos Graham Neubig 6 31 0 08 Nov 2019
Multilingual Neural Machine Translation with Language Clustering Xu Tan Jiale Chen Di He Yingce Xia Tao Qin Tie-Yan Liu 175 110 0 25 Aug 2019
Uncovering Probabilistic Implications in Typological Knowledge Bases Johannes Bjerva Yova Kementchedjhieva Ryan Cotterell Isabelle Augenstein 16 11 0 18 Jun 2019
A Probabilistic Generative Model of Linguistic Typology Johannes Bjerva Yova Kementchedjhieva Ryan Cotterell Isabelle Augenstein 16 24 0 26 Mar 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 17 480 0 28 Feb 2019
What do Language Representations Really Represent? Johannes Bjerva Robert Östling M. H. Veiga Jörg Tiedemann Isabelle Augenstein 26 58 0 09 Jan 2019