Home
Catalogue search
Refine your search:
Keyword
Creator / Publisher:
Vulić, Ivan (28)
Glavaš, Goran (18)
Korhonen, Anna (17)
Majewska, Olga (6)
Ponti, Edoardo Maria (6)
Lauscher, Anne (5)
The 28th International Conference on Computational Linguistics 2020 (5)
Gurevych, Iryna (4)
Bel, Nuria (3)
Cohn, Trevor (3)
more
Year:
2020 (28)
Medium
Type:
Article (17)
Miscellaneous (11)
BLLDB-Access
Search in the Catalogues and Directories
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
Sort by
creator [A → Z]
'
creator [Z → A]
'
publishing year ↑ (asc)
'
publishing year ↓ (desc)
'
title [A → Z]
'
title [Z → A]
'
Simple Search
Page:
1
2
Hits 1 – 20 of 28
1
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning ...
Ponti, Edoardo Maria
;
Glavaš, Goran
;
Majewska, Olga
. - : arXiv, 2020
BASE
Show details
2
Emergent Communication Pretraining for Few-Shot Machine Translation ...
Li, Yaoyiran
;
Ponti, Edoardo M.
;
Vulić, Ivan
. - : arXiv, 2020
BASE
Show details
3
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer ...
Vidoni, Marko
;
Vulić, Ivan
;
Glavaš, Goran
. - : arXiv, 2020
BASE
Show details
4
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer ...
Pfeiffer, Jonas
;
Vulić, Ivan
;
Gurevych, Iryna
. - : arXiv, 2020
BASE
Show details
5
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ...
Rust, Phillip
;
Pfeiffer, Jonas
;
Vulić, Ivan
. - : arXiv, 2020
BASE
Show details
6
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts ...
Pfeiffer, Jonas
;
Vulić, Ivan
;
Gurevych, Iryna
. - : arXiv, 2020
BASE
Show details
7
SemEval-2020 Task 3: Graded Word Similarity in Context ...
The 28th International Conference on Computational Linguistics 2020
;
Armendariz, Carlos
;
Ljubešić, Nikola
. - : Underline Science Inc., 2020
BASE
Show details
8
Emergent Communication Pretraining for Few-Shot Machine Translation ...
The 28th International Conference on Computational Linguistics 2020
;
Korhonen, Anna
;
Li, Yaoyiran
;
Ponti, Edoardo
;
Vulić, Ivan
. - : Underline Science Inc., 2020
Abstract:
While state-of-the-art models that rely upon massively multilingual pretrained encoders achieve sample efficiency in downstream applications, they still require abundant amounts of unlabelled text. Nevertheless, most of the world's languages lack such resources. Hence, we investigate a more radical form of unsupervised knowledge transfer in the absence of linguistic data. In particular, for the first time we pretrain neural networks via emergent communication from referential games. Our key assumption is that grounding communication on images---as a crude approximation of real-world environments---inductively biases the model towards learning natural languages. On the one hand, we show that this substantially benefits machine translation in few-shot settings. On the other hand, this also provides an extrinsic evaluation protocol to probe the properties of emergent languages \textit{ex vitro}. Intuitively, the closer they are to natural languages, the higher the gains from pretraining on them should be. For ...
Keyword:
Computer and Information Science
;
Natural Language Processing
;
Neural Network
URL:
https://underline.io/lecture/6290-emergent-communication-pretraining-for-few-shot-machine-translation
https://dx.doi.org/10.48448/13e8-dh54
BASE
Hide details
9
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis ...
The 28th International Conference on Computational Linguistics 2020
;
Korhonen, Anna
;
Majewska, Olga
. - : Underline Science Inc., 2020
BASE
Show details
10
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ...
Zhao, Mengjie
;
Zhu, Yi
;
Shareghi, Ehsan
. - : arXiv, 2020
BASE
Show details
11
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers ...
Lauscher, Anne
;
Ravishankar, Vinit
;
Vulić, Ivan
. - : arXiv, 2020
BASE
Show details
12
Verb Knowledge Injection for Multilingual Event Processing ...
Majewska, Olga
;
Vulić, Ivan
;
Glavaš, Goran
. - : arXiv, 2020
BASE
Show details
13
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity ...
Vulić, Ivan
;
Baker, Simon
;
Ponti, Edoardo Maria
. - : arXiv, 2020
BASE
Show details
14
Probing Pretrained Language Models for Lexical Semantics ...
Vulić, Ivan
;
Ponti, Edoardo Maria
;
Litschko, Robert
. - : arXiv, 2020
BASE
Show details
15
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures ...
Dubossarsky, Haim
;
Vulić, Ivan
;
Reichart, Roi
. - : arXiv, 2020
BASE
Show details
16
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment ...
The 28th International Conference on Computational Linguistics 2020
;
Glavaš, Goran
;
Korhonen, Anna
. - : Underline Science Inc., 2020
BASE
Show details
17
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity ...
The 28th International Conference on Computational Linguistics 2020
;
Glavaš, Goran
;
Korhonen, Anna
. - : Underline Science Inc., 2020
BASE
Show details
18
Specializing unsupervised pretraining models for word-level semantic similarity
Ponti, Edoardo Maria
;
Korhonen, Anna
;
Vulić, Ivan
. - : Association for Computational Linguistics, ACL, 2020
BASE
Show details
19
Non-linear instance-based cross-lingual mapping for non-isomorphic embedding spaces
Glavaš, Goran
;
Vulić, Ivan
. - : Association for Computational Linguistics, 2020
BASE
Show details
20
Classification-based self-learning for weakly supervised bilingual lexicon induction
Vulić, Ivan
;
Korhonen, Anna
;
Glavaš, Goran
. - : Association for Computational Linguistics, 2020
BASE
Show details
Page:
1
2
Mobile view
All
Catalogues
UB Frankfurt Linguistik
0
IDS Mannheim
0
OLC Linguistik
0
UB Frankfurt Retrokatalog
0
DNB Subject Category Language
0
Institut für Empirische Sprachwissenschaft
0
Leibniz-Centre General Linguistics (ZAS)
0
Bibliographies
BLLDB
0
BDSL
0
IDS Bibliografie zur deutschen Grammatik
0
IDS Bibliografie zur Gesprächsforschung
0
IDS Konnektoren im Deutschen
0
IDS Präpositionen im Deutschen
0
IDS OBELEX meta
0
MPI-SHH Linguistics Collection
0
MPI for Psycholinguistics
0
Linked Open Data catalogues
Annohub
0
Online resources
Link directory
0
Journal directory
0
Database directory
0
Dictionary directory
0
Open access documents
BASE
28
Linguistik-Repository
0
IDS Publikationsserver
0
Online dissertations
0
Language Description Heritage
0
© 2013 - 2024 Lin|gu|is|tik
|
Imprint
|
Privacy Policy
|
Datenschutzeinstellungen ändern