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LEXICAL SIGNED
Lexical Acquisition Across Languages
Total Cost €
0EC-Contrib. €
0Partnership
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0LEXICAL project word cloud
Explore the words cloud of the LEXICAL project. It provides you a very rough idea of what is the project "LEXICAL" about.
lexical
dictionaries
fundamental
rely
nlp
portability
considerably
proved
longer
guide
critically
healthcare
joint
building
supervision
mainly
natural
lexicography
corpora
supporting
due
science
guiding
resource
acquisition
languages
performance
broadening
generation
techniques
methodology
lingual
uses
big
connections
optimal
transfer
occurring
core
business
worlds
dependent
language
automatic
global
lexicons
toward
inference
communication
volume
radically
automatically
direction
word
parallel
cross
explored
viability
classifications
naturally
vast
small
texts
multiple
manual
textual
alternative
demand
leaving
society
simultaneously
learning
line
create
majority
diverse
Project "LEXICAL" data sheet
The following table provides information about the project.
| Coordinator |
THE CHANCELLOR MASTERS AND SCHOLARSOF THE UNIVERSITY OF CAMBRIDGE
Organization address contact info |
| Coordinator Country | United Kingdom [UK] |
| Project website | http://ltl.mml.cam.ac.uk/projects/lexical/ |
| Total cost | 1˙989˙203 € |
| EC max contribution | 1˙989˙203 € (100%) |
| Programme |
1. H2020-EU.1.1. (EXCELLENT SCIENCE - European Research Council (ERC)) |
| Code Call | ERC-2014-CoG |
| Funding Scheme | ERC-COG |
| Starting year | 2015 |
| Duration (year-month-day) | from 2015-09-01 to 2020-08-31 |
Partnership
Take a look of project's partnership.
| # | ||||
|---|---|---|---|---|
| 1 | THE CHANCELLOR MASTERS AND SCHOLARSOF THE UNIVERSITY OF CAMBRIDGE | UK (CAMBRIDGE) | coordinator | 1˙989˙203.00 |
Map
Project objective
Due to the growing volume of textual information available in multiple languages, there is a great demand for Natural Language Processing (NLP) techniques that can automatically process and manage multi-lingual texts, supporting information access and communication in core areas of society (e.g. healthcare, business, science). Many NLP tasks and applications rely on task-specific lexicons (e.g. dictionaries, word classifications) for optimal performance. Recently, automatic acquisition of lexicons from relevant texts has proved a promising, cost-effective alternative to manual lexicography. It has the potential to considerably enhance the viability and portability of NLP technology both within and across languages. However, this approach has been explored for a very small number of resource-rich languages only, leaving the vast majority of worlds’ languages without useful technology. The ambitious goal of this project is to take research in lexical acquisition to the level where it can support multi-lingual NLP, involving also languages for which no parallel language resources (e.g. corpora, knowledge resources) are available. Building on an emerging line of research which uses mainly naturally occurring supervision (connections between languages) to guide cross-lingual NLP, we will develop a radically novel approach to lexical acquisition. This approach will transfer lexical knowledge from one language to another as well as will learn it simultaneously for a diverse set of languages using new methodology based on guiding joint learning and inference with rich knowledge about cross-lingual connections. We not only aim to create next generation lexical acquisition technology but also aim to take cross-lingual NLP a big step toward to the direction where it is no longer dependent on parallel resources. We will use our approach to support fundamental tasks and applications aimed at broadening the global reach of NLP to areas where it is now critically needed.
Publications
| year | authors and title | journal | last update |
|---|---|---|---|
| 2019 |
Billy Chiu, Simon Baker, Martha Palmer, Anna Korhonen Enhancing biomedical word embeddings by retrofitting to verb clusters published pages: 125-134, ISSN: , DOI: 10.18653/v1/w19-5014 |
Proceedings of the 18th BioNLP Workshop and Shared Task | 2020-04-24 |
| 2019 |
Edoardo Maria Ponti, Helen O’Horan, Yevgeni Berzak, Ivan Vulić, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing published pages: 559-601, ISSN: 0891-2017, DOI: 10.1162/coli_a_00357 |
Computational Linguistics 45/3 | 2020-04-24 |
| 2019 |
Billy Chiu, Olga Majewska, Sampo Pyysalo, Laura Wey, Ulla Stenius, Anna Korhonen, Martha Palmer A neural classification method for supporting the creation of BioVerbNet published pages: , ISSN: 2041-1480, DOI: 10.1186/s13326-018-0193-x |
Journal of Biomedical Semantics 10/1 | 2020-04-24 |
| 2019 |
Ehsan Shareghi, Daniela Gerz, Ivan Vulić, Anna Korhonen Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines published pages: 4113-4118, ISSN: , DOI: 10.18653/v1/n19-1417 |
Proceedings of the 2019 Conference of the North | 2020-04-24 |
| 2018 |
Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling published pages: 316-327, ISSN: , DOI: 10.18653/v1/d18-1029 |
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing | 2020-04-24 |
| 2019 |
Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen Bayesian learning for neural dependency parsing published pages: 3509-3519, ISSN: , DOI: 10.18653/v1/n19-1354 |
Proceedings of the 2019 Conference of the North | 2020-04-24 |
| 2019 |
Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell, Roi Reichart, Anna Korhonen Towards Zero-shot Language Modeling published pages: 2900-2910, ISSN: , DOI: 10.18653/v1/d19-1288 |
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) | 2020-04-23 |
| 2019 |
Yi Zhu, Benjamin Heinzerling, Ivan Vulić, Michael Strube, Roi Reichart, Anna Korhonen On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages published pages: 216-226, ISSN: , DOI: 10.18653/v1/k19-1021 |
Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) | 2020-04-23 |
| 2019 |
Paweł Budzianowski, Ivan Vulić Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems published pages: 15-22, ISSN: , DOI: 10.18653/v1/d19-5602 |
Proceedings of the 3rd Workshop on Neural Generation and Translation | 2020-04-23 |
| 2019 |
Qianchu Liu, Diana McCarthy, Ivan Vulić, Anna Korhonen Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation published pages: 33-43, ISSN: , DOI: 10.18653/v1/k19-1004 |
Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) | 2020-04-23 |
| 2019 |
Ivan Vulić, Goran Glavaš, Roi Reichart, and Anna Korhonen Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? published pages: 4406-4417, ISSN: , DOI: 10.18653/v1/d19-1449 |
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) | 2020-04-23 |
| 2019 |
Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš, Roi Reichart, Anna Korhonen Cross-lingual Semantic Specialization via Lexical Relation Induction published pages: 2206-2217, ISSN: , DOI: 10.18653/v1/d19-1226 |
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) | 2020-04-23 |
| 2020 |
Anne Lauscher, Goran Glavaš, Simone Paolo Ponzetto, and Ivan Vulić A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces published pages: , ISSN: , DOI: |
Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020) long paper, to appear | 2020-04-23 |
| 2019 |
Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavaš, Ivan Vulić Specializing Distributional Vectors of All Words for Lexical Entailment published pages: 72-83, ISSN: , DOI: 10.18653/v1/w19-4310 |
Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) | 2020-04-23 |
| 2018 |
Daniela Gerz*, Ivan Vulić*, Edoardo Maria Ponti, Roi Reichart, and Anna Korhonen On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling published pages: 316--327, ISSN: , DOI: |
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing | 2020-04-23 |
| 2018 |
Ponti, Edoardo Maria; Vulić, Ivan; Glavaš, Goran; Mrkšić, Nikola; Korhonen, Anna Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization published pages: 282--293, ISSN: , DOI: 10.18653/v1/D18-1026 |
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 12 | 2020-04-23 |
| 2018 |
Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, and Anna Korhonen Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction published pages: pp. 451-465, ISSN: , DOI: |
Presented at EMNLP 2018 vol. 6 | 2020-04-23 |
| 2017 |
Ivan Vulić, Nikola Mrkšić, Roi Reichart, Diarmuid Ó Séaghdha, Steve Young, Anna Korhonen Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules published pages: 56-68, ISSN: , DOI: 10.18653/v1/P17-1006 |
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) | 2020-04-23 |
| 2018 |
Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, and Ivan Vulić Isomorphic Transfer of Syntactic Structures in Cross-Lingual Natural Language Processing published pages: pp. 1531-1542, ISSN: , DOI: |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018) long paper | 2020-04-23 |
| 2018 |
Anders Søgaard, Sebastian Ruder, Ivan Vulić On the Limitations of Unsupervised Bilingual Dictionary Induction published pages: pp. 778-788, ISSN: , DOI: |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) | 2020-04-23 |
| 2017 |
Ivan Vulić Cross-Lingual Syntactically Informed Distributed Word Representations published pages: 408-414, ISSN: , DOI: |
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017) | 2020-04-23 |
| 2017 |
Geert Heyman, Ivan Vulić, and Marie-Francine Moens Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations published pages: 1085-1095, ISSN: , DOI: |
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017) | 2020-04-23 |
| 2016 |
Ivan Vulic and Anna Korhonen On the Role of Seed Lexicons in Learning Bilingual Word Embeddings published pages: 247-257, ISSN: , DOI: 10.17863/CAM.9717 |
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics Volume 1: Long Papers | 2020-04-23 |
| 2016 |
Ivan Vulic and Anna Korhonen \"Is \"\"Universal Syntax\"\" Universally Useful for Learning Distributed Word Representations?\" published pages: 518-524, ISSN: , DOI: |
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics Volume 2: Short Papers | 2020-04-23 |
| 2018 |
Goran Glavaš and Ivan Vulić Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model published pages: pp. 181-187, ISSN: , DOI: |
Proceedings of the 16th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018) | 2020-04-23 |
| 2018 |
Goran Glavaš and Ivan Vulić Explicit Retrofitting of Distributional Word Vectors published pages: pp. 34-45, ISSN: , DOI: |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018) Volume 1: Long Papers | 2020-04-23 |
| 2017 |
Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, Roi Reichart, Ira Leviant, Milica Gašić, Anna Korhonen, and Steve Young Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints published pages: 309-324, ISSN: 2307-387X, DOI: |
Transactions of the Association for Computational Linguistics, presented at EMNLP 2017 vol. 5 | 2020-04-23 |
| 2018 |
Ivan Vulić, Goran Glavaš, Nikola Mrkšić, and Anna Korhonen Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources published pages: , ISSN: , DOI: |
Proceedings of the 16th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018) long paper | 2020-04-23 |
| 2018 |
Ivan Vulić and Anna Korhonen Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation published pages: 137-143, ISSN: , DOI: |
Proceedings of The Third Workshop on Representation Learning for NLP | 2020-04-23 |
| 2016 |
Ivan Vulić, Douwe Kiela, Stephen Clark, and Marie-Francine Moens Multi-Modal Representations for Improved Bilingual Lexicon Learning published pages: 188-194, ISSN: , DOI: |
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics Volume 2: Short Papers | 2020-04-23 |
| 2016 |
Ivan Vulić and Marie-Francine Moens Bilingual Distributed Word Representations from Document-Aligned Comparable Data published pages: 953-994, ISSN: 1076-9757, DOI: 10.1613/jair.4986 |
Journal of Artificial Intelligence Research Volume 55 | 2020-04-23 |
| 2018 |
Olga Majewska, Diana McCarthy, Ivan Vulić, and Anna Korhonen Acquiring Verb Classes through Bottom-Up Semantic Verb Clustering published pages: pp. 952-958, ISSN: , DOI: |
Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018) | 2020-04-23 |
| 2018 |
Guy Rotman, Ivan Vulić, and Roi Reichart Bridging Languages through Images with Deep Partial Canonical Correlation Analysis published pages: pp. 910-921, ISSN: , DOI: |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018) long paper | 2020-04-23 |
| 2017 |
Ponti, Edoardo Maria and Anna Korhonen Event-Related Features in Feedforward Neural Networks Contribute to Identifying Implicit Causal Relations in Discourse published pages: 25-30, ISSN: , DOI: |
Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics | 2020-04-23 |
| 2018 |
Marek Rei, Daniela Gerz, and Ivan Vulić Scoring Lexical Entailment with a Supervised Directional Similarity Network published pages: 638-643, ISSN: , DOI: |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) | 2020-04-23 |
| 2018 |
Vulić, Ivan; Mrkšić, Nikola Specialising Word Vectors for Lexical Entailment published pages: 1134 -1145, ISSN: , DOI: |
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Volume 1 (Long Papers) | 2020-04-23 |
| 2017 |
Ivan Vulić, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment published pages: 781-835, ISSN: 0891-2017, DOI: 10.1162/COLI_a_00301 |
Computational Linguistics 43/4 | 2020-04-23 |
| 2018 |
Nikola Mrkšić and Ivan Vulić Fully Statistical Neural Belief Tracking published pages: pp. 108-113, ISSN: , DOI: |
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018) short paper | 2020-04-23 |
| 2018 |
Billy Chiu, Sampo Pyysalo, Ivan Vulić, Anna Korhonen Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine published pages: , ISSN: 1471-2105, DOI: 10.1186/s12859-018-2039-z |
BMC Bioinformatics 19/1 | 2020-04-23 |
| 2017 |
Ivan Vulić, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen Automatic Selection of Context Configurations for Improved Class-Specific Word Representations published pages: 112-122, ISSN: , DOI: 10.18653/v1/K17-1013 |
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) | 2020-04-23 |
| 2018 |
Ivan Vulić and Nikola Mrkšić Specialising Word Vectors for Lexical Entailment published pages: , ISSN: , DOI: |
Proceedings of the 16th Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018) long paper | 2020-04-23 |
| 2017 |
Olga Majewska, Ivan Vulić, Diana McCarthy, Yan Huang, Akira Murakami, Veronika Laippala, Anna Korhonen Investigating the cross-lingual translatability of VerbNet-style classification published pages: , ISSN: 1574-020X, DOI: 10.1007/s10579-017-9403-x |
Language Resources and Evaluation | 2020-04-23 |
| 2017 |
Edoardo Maria Ponti, Ivan Vulić, Anna Korhonen Decoding Sentiment from Distributed Representations of Sentences published pages: 22-32, ISSN: , DOI: 10.18653/v1/S17-1003 |
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM 2017) | 2020-04-23 |
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