Parameter Space Factorization for Zero-Shot Learning across Tasks and
Languages

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages

30 January 2020

Marinela Parović

Papers citing "Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages"

15 / 15 papers shown

Title
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 34 30 0 30 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić E. Ponti MoMe OOD 32 73 0 22 Feb 2023
Learning Label Modular Prompts for Text Classification in the Wild Hailin Chen Amrita Saha Chenyu You Steven C. H. Hoi OOD VLM 26 5 0 30 Nov 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 121 94 0 06 Oct 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
Towards Zero-shot Language Modeling E. Ponti Ivan Vulić Ryan Cotterell Roi Reichart Anna Korhonen 30 19 0 06 Aug 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 26 17 0 17 Apr 2021
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer M. Vidoni Ivan Vulić Goran Glavas 33 27 0 11 Dec 2020
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault Amine Elhattami C. Pal CLL MoE 30 89 0 19 Sep 2020
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 493 0 16 Oct 2019
Cross-Lingual Syntactic Transfer with Limited Resources Mohammad Sadegh Rasooli M. Collins 101 45 0 19 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016