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SUMMA
Scalable Understanding of Multilingual Media
Total Cost €
0EC-Contrib. €
0Partnership
0Views
0SUMMA project word cloud
Explore the words cloud of the SUMMA project. It provides you a very rough idea of what is the project "SUMMA" about.
distil
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visualisations
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lines
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advancing
cope
semantic
Project "SUMMA" data sheet
The following table provides information about the project.
| Coordinator |
THE UNIVERSITY OF EDINBURGH
Organization address contact info |
| Coordinator Country | United Kingdom [UK] |
| Project website | http://www.summa-project.eu |
| Total cost | 7˙963˙951 € |
| EC max contribution | 6˙193˙361 € (78%) |
| Programme |
1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)) |
| Code Call | H2020-ICT-2015 |
| Funding Scheme | RIA |
| Starting year | 2016 |
| Duration (year-month-day) | from 2016-02-01 to 2019-01-31 |
Partnership
Take a look of project's partnership.
| # | ||||
|---|---|---|---|---|
| 1 | THE UNIVERSITY OF EDINBURGH | UK (EDINBURGH) | coordinator | 1˙999˙112.00 |
| 2 | LETA | LV (RIGA) | participant | 1˙166˙250.00 |
| 3 | BRITISH BROADCASTING CORPORATION | UK (LONDON) | participant | 1˙142˙500.00 |
| 4 | PRIBERAM INFORMATICA SA | PT (LISBOA) | participant | 799˙140.00 |
| 5 | DEUTSCHE WELLE | DE (BONN) | participant | 535˙000.00 |
| 6 | UNIVERSITY COLLEGE LONDON | UK (LONDON) | participant | 390˙802.00 |
| 7 | THE UNIVERSITY OF SHEFFIELD | UK (SHEFFIELD) | participant | 160˙556.00 |
| 8 | FONDATION DE L'INSTITUT DE RECHERCHE IDIAP | CH (MARTIGNY) | participant | 0.00 |
Map
Project objective
Media monitoring enables the global news media to be viewed in terms of emerging trends, people in the news, and the evolution of story-lines. The massive growth in the number of broadcast and Internet media channels means that current approaches can no longer cope with the scale of the problem.
The aim of SUMMA is to significantly improve media monitoring by creating a platform to automate the analysis of media streams across many languages, to aggregate and distil the content, to automatically create rich knowledge bases, and to provide visualisations to cope with this deluge of data.
SUMMA has six objectives: (1) Development of a scalable and extensible media monitoring platform; (2) Development of high-quality and richer tools for analysts and journalists; (3) Extensible automated knowledge base construction; (4) Multilingual and cross-lingual capabilities; (5) Sustainable, maintainable platform and services; (6) Dissemination and communication of project results to stakeholders and user group.
Achieving these aims will require advancing the state of the art in a number of technologies: multilingual stream processing including speech recognition, machine translation, and story identification; entity and relation extraction; natural language understanding including deep semantic parsing, summarisation, and sentiment detection; and rich visualisations based on multiple views and dealing with many data streams.
The project will focus on three use cases: (1) External media monitoring - intelligent tools to address the dramatically increased scale of the global news monitoring problem; (2) Internal media monitoring - managing content creation in several languages efficiently by ensuring content created in one language is reusable by all other languages; (3) Data journalism.
The outputs of the project will be field-tested at partners BBC and DW, and the platform will be further validated through innovation intensives such as the BBC NewsHack.
Deliverables
| Final Data Provision Report | Documents, reports | 2019-11-26 09:39:01 |
| Final report on shallow stream processing | Documents, reports | 2019-11-26 09:39:01 |
| Release of multilingual relation extraction capabilities | Other | 2019-11-26 09:39:01 |
| Final Dissemination and Exploitation Report | Documents, reports | 2019-11-26 09:39:01 |
| Final Prototype Report | Documents, reports | 2019-11-26 09:39:01 |
| Release of stream processing tools, version 2 | Other | 2019-11-26 09:39:01 |
| Final report on automatic knowledge base construction | Documents, reports | 2019-11-26 09:38:58 |
| Final report on platform and platform documentation | Documents, reports | 2019-11-26 09:38:58 |
| Release of story highlight generator and event summarization tools, version 2 | Other | 2019-11-26 09:38:58 |
| Final Data Management Plan | Open Research Data Pilot | 2019-11-26 09:38:58 |
| Final Evaluation Report | Documents, reports | 2019-11-26 09:38:58 |
| Internal and External Demonstrator final version | Demonstrators, pilots, prototypes | 2019-11-26 09:38:58 |
| Final ethics review and recommendations | Documents, reports | 2019-11-26 09:38:58 |
| Final progress report on natural language understanding | Documents, reports | 2019-11-26 09:38:58 |
| Release of system capabilities for extending knowledge bases to new relations and forecasting in temporal knowledge basis | Other | 2019-11-26 09:38:58 |
| Release of story highlight generator and event summarization tools, version 1 | Other | 2019-11-26 09:38:58 |
| Initial Data Provision Report | Documents, reports | 2019-11-26 09:38:57 |
| Updated Data Management Plan | Documents, reports | 2019-11-26 09:38:58 |
| Dissemination and Exploitation Plan and Initial Report | Documents, reports | 2019-11-26 09:38:58 |
| Initial Evaluation Report | Documents, reports | 2019-11-26 09:38:57 |
| Ethics review and recommendations | Documents, reports | 2019-11-26 09:38:57 |
| Use Case Description and Requirements | Documents, reports | 2019-11-26 09:38:56 |
| Release of stream processing tools, version 1 | Other | 2019-11-26 09:38:58 |
| Data Management Plan | Documents, reports | 2019-11-26 09:38:58 |
| External Media Monitoring Demonstrator beta-version ptrototype | Demonstrators, pilots, prototypes | 2019-11-26 09:38:57 |
| Evaluation Plan | Documents, reports | 2019-11-26 09:38:56 |
| Intermediate report on platform | Documents, reports | 2019-11-26 09:38:58 |
| Platform architecture and API Modelling tools selection | Documents, reports | 2019-11-26 09:38:57 |
| Initial progress report on natural language understanding | Documents, reports | 2019-11-26 09:38:56 |
| Initial progress report on shallow stream processing | Documents, reports | 2019-11-26 09:38:56 |
| Release of storyline-level, frame-semantic and AMR parsing capabilities | Other | 2019-11-26 09:38:57 |
| Release of multilingual named entity recognition, linking and coreference capabilities | Other | 2019-11-26 09:38:57 |
| Project fact sheet | Websites, patent fillings, videos etc. | 2019-11-26 09:38:58 |
| Updated ethics review and recommendations | Documents, reports | 2019-11-26 09:38:58 |
| Initial progress report on automatic knowledge base creation | Documents, reports | 2019-11-26 09:38:56 |
| Initial Prototype Report | Documents, reports | 2019-11-26 09:38:57 |
| Project web portal | Websites, patent fillings, videos etc. | 2019-11-26 09:38:57 |
| Release of initial platform | Other | 2019-11-26 09:38:58 |
Take a look to the deliverables list in detail: detailed list of SUMMA deliverables.
Publications
| year | authors and title | journal | last update |
|---|---|---|---|
| 2017 |
Marco Damonte; Cohen, Shay B.; Giorgio Satta An Incremental Parser for Abstract Meaning Representation published pages: 536-546, ISSN: , DOI: 10.5281/zenodo.827291 |
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers | 2019-11-26 |
| 2017 |
THORNE, J.; Vlachos, A. An Extensible Framework for Verification of Numerical Claims published pages: , ISSN: , DOI: |
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (Software Demonstrations) | 2019-11-26 |
| 2017 |
Sennrich, Rico; Firat, Orhan; Cho, Kyunghyun; Birch-Mayne, Alexandra; Haddow, Barry; Hitschler, Julian; Junczys-Dowmunt, Marcin; Läubli, Samuel; Miceli Barone, Antonio; Mokry, Jozef; Nadejde, Maria Nematus: a Toolkit for Neural Machine Translation published pages: 65-68, ISSN: , DOI: |
Proceedings of the EACL 2017 (Software Demonstrations) | 2019-11-26 |
| 2017 |
Peteris Paikens; Guntis Barzdins; Afonso Mendes; Daniel Ferreira; Samuel Broscheit; Mariana S. C. Almeida; Sebastiao Miranda; David Nogueira; Pedro Balage; Martins, Andre F. T. SUMMA at TAC Knowledge Base Population Task 2016 published pages: , ISSN: , DOI: 10.5281/zenodo.827317 |
Proceedings of the Text Analysis Conference (TAC) | 2019-11-26 |
| 2016 |
Junczys-Dowmunt, Marcin; Dwojak, Tomasz; Hoang, Hieu Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions published pages: , ISSN: , DOI: |
Proceedings of the International Workshop on Spoken Language Translation 2016 | 2019-11-26 |
| 2017 |
Nadejde, Maria; Reddy, Siva; Sennrich, Rico; Dwojak, Tomasz; Junczys-Dowmunt, Marcin; Koehn, Philipp; Birch, Alexandra Predicting Target Language CCG Supertags Improves Neural Machine Translation published pages: , ISSN: , DOI: |
Second Conference on Machine Translation (WMT17) | 2019-11-26 |
| 2016 |
Dominique Osborne; Shashi Narayan; Cohen, Shay B. Encoding Prior Knowledge with Eigenword Embeddings published pages: 417-430, ISSN: 2307-387X, DOI: 10.5281/zenodo.827299 |
Transactions of the Association for Computational Linguistics 4 | 2019-11-26 |
| 2017 |
Liepins, Renars; Germann, Ulrich; Barzdins, Guntis; Birch, Alexandra; Renals, Steve; Weber, Susanne; van der Kreeft, Peggy; Bourlard, Herve; Prieto, Joao; Klejch, Ondrej; Bell, Peter; Lazaridis, Alexandros; Mendes, Alfonso; Riedel, Sebastian; Mariana S. C. Almeida; Balage, Pedro; Cohen, Shay B.; Dwojak, Tomasz; Garner, Philip N.; Giefer, Andreas; Junczys-Dowmunt, Marcin; Imran, Hina; Nogueira, David; Ali, Ahmed; Miranda, Sebastiao; Popescu-Belis, Andrei; Miculicich Werlen, Lesly; Papasarantopoulos, Nikos; Obamuyide, Abiola; Jones, Clive,; Dalvi, Fahim; Vlachos, Andreas; Wang, Yang; Tong, Sibo; Sennrich, Rico; Pappas, Nikolaos; Narayan, Shashi; Damonte, Marco; Durrani, Nadir; Khurana, Sameer; Abdelali, Ahmed; Sajjad, Hassan; Vogel, Stephan; Sheppey, David; Hernon, Chris; Mitchell, Jeff The SUMMA Platform Prototype published pages: 116-119, ISSN: , DOI: 10.5281/zenodo.834347 |
Proceedings of the EACL 2017 (Software Demonstrations) | 2019-11-26 |
| 2016 |
Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James Glass, Peter Bell, Steve Renals Automatic Dialect Detection in Arabic Broadcast Speech published pages: 2934-2938, ISSN: , DOI: 10.21437/Interspeech.2016-1297 |
Interspeech 2016 | 2019-11-26 |
| 2016 |
Shashi Narayan; Siva Reddy; Cohen, Shay B. Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing published pages: 153-162, ISSN: , DOI: 10.5281/zenodo.827303 |
Proceedings of The 9th International Natural Language Generation conference | 2019-11-26 |
| 2016 |
Ulrich Germann Bilingual Document Alignment with Latent Semantic Indexing published pages: 692-696, ISSN: , DOI: 10.18653/v1/w16-2368 |
Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers | 2019-11-26 |
| 2017 |
Tong, Sibo; Garner, Philip N.; Bourlard, Hervé An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation published pages: , ISSN: , DOI: |
Interspeech | 2019-11-26 |
| 2017 |
Pu, Xiao; Pappas, Nikolaos; Popescu-Belis, Andrei Sense-Aware Statistical Machine Translation using Adaptive Context-Dependent Clustering published pages: , ISSN: , DOI: 10.5281/zenodo.834305 |
Proceedings of Second Conference on Machine Translation (WMT17) | 2019-11-26 |
| 2017 |
Pappas, Nikolaos; Popescu-Belis, Andrei Explicit Document Modeling through Weighted Multiple-Instance Learning published pages: 591-626, ISSN: 1076-9757, DOI: 10.1613/jair.5240 |
Journal of AI Research 58 | 2019-11-26 |
| 2017 |
Shashi Narayan; Claire Gardent; Cohen, Shay B.; Anastasia Shimorina Split and Rephrase published pages: , ISSN: , DOI: 10.5281/zenodo.833478 |
EMNLP | 2019-11-26 |
| 2017 |
Pu, Xiao; Mascarell, Laura; Popescu-Belis, Andrei Consistent Translation of Repeated Nouns using Syntactic and Semantic Cues published pages: , ISSN: , DOI: |
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL) | 2019-11-26 |
| 2016 |
Barzdins, Guntis; Gosko, Didzis RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy published pages: , ISSN: , DOI: |
ACL SemEval 2016 | 2019-11-26 |
| 2017 |
Gruzitis, Normunds; Gosko, Didzis; Barzdins, Guntis RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation published pages: , ISSN: , DOI: 10.5281/zenodo.827306 |
ACL SemEval | 2019-11-26 |
| 2016 |
Shashi Narayan; Cohen, Shay B. Optimizing Spectral Learning for Parsing published pages: 1546-1556, ISSN: , DOI: 10.5281/zenodo.827387 |
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | 2019-11-26 |
| 2016 |
Lazaridis, Alexandros; Himawan, Ivan; Motlicek, Petr; Mporas, Iosif; Garner, Philip N. Investigating Cross-lingual Multi-level Adaptive Networks: The Importance of the Correlation of Source and Target Languages published pages: , ISSN: , DOI: |
IWSLT 2016 | 2019-11-26 |
| 2016 |
Barzdins, Guntis; Renals, Steve; Gosko, Didzis Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project published pages: , ISSN: , DOI: |
LREC | 2019-11-26 |
| 2017 |
Peter Bell, Pawel Swietojanski, Steve Renals Multitask Learning of Context-Dependent Targets in Deep Neural Network Acoustic Models published pages: 238-247, ISSN: 2329-9290, DOI: 10.1109/TASLP.2016.2630305 |
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25/2 | 2019-11-26 |
| 2016 |
Zita Marinho; Andre Martins; Cohen, Shay B.; Smith, Noah A. Semi-Supervised Learning of Sequence Models with the Method of Moments published pages: 287-296, ISSN: , DOI: 10.5281/zenodo.827295 |
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing | 2019-11-26 |
| 2017 |
Sennrich, Rico How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs published pages: 376-382, ISSN: , DOI: |
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers 14 | 2019-11-26 |
| 2017 |
Miculicich Werlen, Lesly Sadiht; Popescu-Belis, Andrei Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT) published pages: , ISSN: , DOI: |
Proceedings of the Third Workshop on Discourse in Machine Translation (DiscoMT) | 2019-11-26 |
| 2017 |
Miculicich Werlen, Lesly Sadiht; Popescu-Belis, Andrei Using Coreference Links to Improve Spanish-to-English Machine Translation published pages: , ISSN: , DOI: |
Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2017) | 2019-11-26 |
| 2017 |
Dettmers, Tim; Minervini, Pasquale; Stenetorp, Pontus; Riedel, Sebastian Convolutional 2D Knowledge Graph Embeddings published pages: , ISSN: , DOI: 10.5281/zenodo.833287 |
arXiv:1707.01476 | 2019-11-26 |
| 2016 |
Savelie Cornegruta, Andreas Vlachos Timeline extraction using distant supervision and joint inference published pages: 1936-1942, ISSN: , DOI: 10.18653/v1/d16-1200 |
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing | 2019-11-26 |
| 2016 |
Pawel Swietojanski, Steve Renals Differentiable Pooling for Unsupervised Acoustic Model Adaptation published pages: 1773-1784, ISSN: 2329-9290, DOI: 10.1109/TASLP.2016.2584700 |
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24/10 | 2019-11-26 |
| 2016 |
Luong, Ngoc-Quang; Popescu-Belis, Andrei Improving Pronoun Translation by Modeling Coreference Uncertainty published pages: , ISSN: , DOI: |
Proceedings of the First Conference on Machine Translation (WMT16) | 2019-11-26 |
| 2017 |
Pappas, Nikolaos; Popescu-Belis, Andrei Multilingual Hierarchical Attention Networks for Document Classification published pages: , ISSN: , DOI: 10.5281/zenodo.834306 |
8th International Joint Conference on Natural Language Processing (IJCNLP) | 2019-11-26 |
| 2016 |
Pappas, Nikolaos; Popescu-Belis, Andrei Human versus Machine Attention in Document Classification: A Dataset with Crowdsourced Annotations published pages: , ISSN: , DOI: 10.5281/zenodo.834299 |
EMNLP | 2019-11-26 |
| 2016 |
Junczys-Dowmunt, Marcin; Dwojak, Tomasz; Sennrich, Rico The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT published pages: 316-322, ISSN: , DOI: |
Proceedings of the First Conference on Machine Translation, Volume 2: Shared Task Papers | 2019-11-26 |
| 2016 |
Pawel Swietojanski, Jinyu Li, Steve Renals Learning Hidden Unit Contributions for Unsupervised Acoustic Model Adaptation published pages: 1450-1463, ISSN: 2329-9290, DOI: 10.1109/TASLP.2016.2560534 |
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24/8 | 2019-11-26 |
| 2017 |
Luong, Ngoc Quang; Popescu-Belis, Andrei; Rios, Annette; Tuggener, Don Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities published pages: 631-636, ISSN: , DOI: 10.5167/uzh-136594 |
15th Conference of the European Chapter of the Association for Computational Linguistics | 2019-11-26 |
| 2016 |
Shashi Narayan; Claire Gardent Unsupervised Sentence Simplification Using Deep Semantics published pages: 111-120, ISSN: , DOI: 10.5281/zenodo.827390 |
Proceedings of The 9th International Natural Language Generation conference | 2019-11-26 |
| 2017 |
Shay Cohen Latent-Variable PCFGs: Background and Applications published pages: , ISSN: , DOI: 10.5281/zenodo.827287 |
Proceedings of the 15th Meeting on the Mathematics of Language | 2019-11-26 |
| 2016 |
Siva Reddy Gangireddy, Pawel Swietojanski, Peter Bell, Steve Renals Unsupervised Adaptation of Recurrent Neural Network Language Models published pages: 2333-2337, ISSN: , DOI: 10.21437/Interspeech.2016-1342 |
Interspeech 2016 | 2019-11-26 |
| 2017 |
Claire Gardent; Anastasia Shimorina; Shashi Narayan; Laura Perez-Beltrachini Creating Training Corpora for Micro-Planners published pages: , ISSN: , DOI: 10.5281/zenodo.827393 |
Proc ACL | 2019-11-26 |
| 2018 |
Ulrich Germann, Renars Liepins, Guntis Barzdins, Didzis Gosko, Sebastiao Miranda, David Nogueira The SUMMA platform: A scalable infrastructure for multi-lingual multi-media monitoring published pages: , ISSN: , DOI: |
ACL | 2019-11-26 |
| 2018 |
Haddow, Barry and Bogoychev, Nikolay and Emelin, Denis and Germann, Ulrich and Grundkiewicz, Roman and Heafield, Kenneth and Barone, Antonio Valerio Miceli and Sennrich, Rico The University of Edinburgh’s Submissions to the WMT18 News Translation Task published pages: , ISSN: , DOI: |
Proceedings of the Third Conference on Machine Translation: Shared Task Papers | 2019-11-26 |
| 2018 |
A Ali and S Renals Word Error Rate Estimation for Speech Recognition: e-WER published pages: , ISSN: , DOI: |
ACL | 2019-11-26 |
| 2017 |
Joachim Fainberg, Steve Renals, Peter Bell Factorised Representations for Neural Network Adaptation to Diverse Acoustic Environments published pages: 749-753, ISSN: , DOI: 10.21437/interspeech.2017-1365 |
Interspeech 2017 | 2019-11-26 |
| 2017 |
Emiru Tsunoo, Peter Bell, Steve Renals Hierarchical Recurrent Neural Network for Story Segmentation published pages: 2919-2923, ISSN: , DOI: 10.21437/interspeech.2017-392 |
Interspeech 2017 | 2019-11-26 |
| 2018 |
Krause, Ben and Kahembwe, Emmanuel and Murray, Iain and Renals, Steve Dynamic Evaluation of Neural Sequence Models published pages: , ISSN: , DOI: |
ICML | 2019-11-26 |
| 2016 |
Normunds Gruzitis, Guntis Barzdins The Role of CNL and AMR in Scalable Abstractive Summarization for Multilingual Media Monitoring published pages: , ISSN: , DOI: |
2019-11-26 | |
| 2017 |
AVM Barone, B Haddow, U Germann, and R Sennrich Regularization Techniques for Fine-tuning in Neural Machine Translation published pages: , ISSN: , DOI: |
EMNLP | 2019-11-26 |
| 2018 |
Ulrich Germann, Alexandra Birch, Peggy van der Kreeft, Guntis Barzdins, Steve Renals SUMMA: Scalable Understanding of Multilingual Media published pages: , ISSN: , DOI: |
KDD | 2019-11-26 |
| 2018 |
Ulrich Germann, Peggy van der Kreeft, Guntis Barzdins, Alexandra Birch The SUMMA Platform: Scalable Understanding of Multilingual Media published pages: , ISSN: , DOI: |
EAMT | 2019-11-26 |
| 2018 |
Sibo Tong, Philip N. Garner, Hervé Bourlard Cross-lingual adaptation of a CTC-based multilingual acoustic model published pages: 39-46, ISSN: 0167-6393, DOI: 10.1016/j.specom.2018.09.001 |
Speech Communication 104 | 2019-11-26 |
| 2018 |
Marco Damonte, Shay B. Cohen Cross-lingual Abstract Meaning Representation Parsing published pages: , ISSN: , DOI: |
NAACL | 2019-11-26 |
| 2018 |
Liu, Jiangming and Cohen, Shay B and Lapata, Mirella Discourse Representation Structure Parsing published pages: , ISSN: , DOI: |
ACL | 2019-11-26 |
| 2018 |
Ondřej Klejch, Joachim Fainberg, Peter Bell Learning to Adapt: A Meta-learning Approach for Speaker Adaptation published pages: 867-871, ISSN: , DOI: 10.21437/interspeech.2018-1244 |
Interspeech 2018 | 2019-11-26 |
| 2018 |
Hardy, Hardy and Vlachos, Andreas Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation published pages: , ISSN: , DOI: |
EMNLP | 2019-11-26 |
| 2018 |
Sibo Tong, Philip N. Garner, Hervé Bourlard Fast Language Adaptation Using Phonological Information published pages: 2459-2463, ISSN: , DOI: 10.21437/interspeech.2018-1990 |
Interspeech 2018 | 2019-11-26 |
| 2018 |
Rachel Bawden, Rico Sennrich, Alexandra Birch, Barry Haddow Evaluating Discourse Phenomena in Neural Machine Translation published pages: , ISSN: , DOI: |
NAACL | 2019-11-26 |
| 2018 |
Junczys-Dowmunt, Marcin and Grundkiewicz, Roman and Dwojak, Tomasz and Hoang, Hieu and Heafield, Kenneth and Neckermann, Tom and Seide, Frank and Germann, Ulrich and Aji, Alham Fikri and Bogoychev, Nikolay and others Marian: Fast Neural Machine Translation in C++ published pages: , ISSN: , DOI: |
ACL | 2019-11-26 |
| 2018 |
G Ramet, PN Garner, M Baeriswyl, A Lazaridis CONTEXT-AWARE ATTENTION MECHANISM FOR SPEECH EMOTION RECOGNITION published pages: , ISSN: , DOI: |
IEEE SLT | 2019-11-26 |
| 2019 |
Khonglah, Banriskhem K and Madikeri, Srikanth and Rekabsaz, Navid and Pappas, Nikolaos and Motlicek, Petr and Bourlard, Herve STACKED NEURAL NETWORKS WITH PARAMETER SHARING FOR MULTILINGUAL LANGUAGE MODELING published pages: , ISSN: , DOI: |
IEEE ICASSP | 2019-11-26 |
| 2017 |
Liang Lu, Steve Renals Small-Footprint Highway Deep Neural Networks for Speech Recognition published pages: 1502-1511, ISSN: 2329-9290, DOI: 10.1109/taslp.2017.2698723 |
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25/7 | 2019-11-26 |
| 2016 |
Junczys-Dowmunt, Marcin and Birch, Alexandra The University of Edinburgh’s systems submission to the MT task at IWSLT}, published pages: , ISSN: , DOI: |
IWSLT | 2019-11-26 |
| 2016 |
Ferreira, Daniel, Martins, André, and Almeida, Mariana S. C. Jointly Learning to Embed and Predict with Multiple Languages published pages: , ISSN: , DOI: |
ACL | 2019-11-26 |
| 2018 |
Pappas, Nikolaos and Werlen, Lesly Miculicich and Henderson, James Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation published pages: , ISSN: , DOI: |
WMT | 2019-11-26 |
| 2018 |
Miculicich, Lesly; Ram, Dhananjay; Pappas, Nikolaos; Henderson, James Document-Level Neural Machine Translation with Hierarchical Attention Networks published pages: , ISSN: , DOI: 10.5281/zenodo.2276024 |
EMNLP | 2019-11-26 |
| 2018 |
Papasarantopoulos, Nikolaos; Jiang, Helen; Cohen, Shay Canonical Correlation Inference for Mapping Abstract Scenes to Text published pages: , ISSN: , DOI: |
AAAI 1 | 2019-11-26 |
| 2018 |
Jeff Mitchell, Sebastian Riedel Reduce, Reuse, Recycle: New uses for old QA resources published pages: , ISSN: , DOI: |
2019-11-26 | |
| 2018 |
Takuma Yoneda; Jeff Mitchell; Johannes Welbl; Pontus Stenetorp; Sebastian Riedel UCL Machine Reading Group: Four Factor Framework For Fact Finding, published pages: , ISSN: , DOI: 10.5281/zenodo.2165211 |
FEVER Workshop | 2019-11-26 |
| 2018 |
Ribeiro, Joana; Narayan, Shashi; Cohen, Shay; Carreras, Xavier Local String Transduction as Sequence Labeling published pages: , ISSN: , DOI: 10.5281/zenodo.2400050 |
Ribeiro , J , Narayan , S , Cohen , S & Carreras , X 2018 , Local String Transduction as Sequence Labeling . in 27th International Conference on Computational Linguistics (COLING 2018) . Santa Fe, New-Mexico, USA , pp. 1360-1371 , 27th International Conference on Computational Linguistics , Sante Fe , United States , 20/08/18 . | 2019-11-26 |
| 2017 |
Obamuyide, Abiola and Vlachos, Andreas Contextual Pattern Embeddings for One-shot Relation Extraction published pages: , ISSN: , DOI: |
NIPS Workshop on AKBC | 2019-11-26 |
| 2018 |
Sebastião Miranda, Artūrs Znotiņš, Shay B. Cohen, Guntis Barzdins Multilingual Clustering of Streaming News published pages: , ISSN: , DOI: |
EMNLP | 2019-11-26 |
| 2018 |
Shashi Narayan, Shay B. Cohen, Mirella Lapata Ranking Sentences for Extractive Summarization with Reinforcement Learning published pages: , ISSN: , DOI: |
NAACL-HLT | 2019-11-26 |
| 2019 |
Pappas, Nikolaos and Henderson, James GILE: A Generalized Input-Label Embedding for Text Classification published pages: , ISSN: 2307-387X, DOI: |
TACL | 2019-11-26 |
| 2017 |
Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, Kenneth Heafield, Antonio Valerio Miceli Barone, Philip Williams The University of Edinburgh\'s Neural MT Systems for WMT17 published pages: 389-399, ISSN: , DOI: 10.18653/v1/W17-4739 |
Proceedings of the Second Conference on Machine Translation | 2019-11-26 |
| 2018 |
Thorne, James; Vlachos, Andreas; Christodoulopoulos, Christos; Mittal, Arpit FEVER: a large-scale dataset for Fact Extraction and VERification published pages: , ISSN: , DOI: |
arXiv.org e-Print Archive 9 | 2019-11-26 |
| 2018 |
Werlen, Lesly Miculicich; Pappas, Nikolaos; Ram, Dhananjay; Popescu-Belis, Andrei Self-Attentive Residual Decoder for Neural Machine Translation published pages: , ISSN: , DOI: 10.5281/zenodo.2276145 |
NAACL-HLT | 2019-11-26 |
| 2018 |
Obamuyide, Abiola and Vlachos, Andreas Zero-shot Relation Classification as Textual Entailment published pages: , ISSN: , DOI: |
ACL FEVER Workshop | 2019-11-26 |
| 2018 |
Ivan Sanchez, Jeff Mitchell, Sebastian Riedel Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness published pages: 1975-1985, ISSN: , DOI: 10.18653/v1/N18-1179 |
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) | 2019-11-26 |
| 2018 |
Pu, Xiao; Pappas, Nikolaos; Henderson, James; Popescu-Belis, Andrei Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation published pages: , ISSN: 2307-387X, DOI: 10.5281/zenodo.2275709 |
Transactions of the Association for Computational Linguistics 6 | 2019-11-26 |
| 2017 |
James Thorne, Mingjie Chen, Giorgos Myrianthous, Jiashu Pu, Xiaoxuan Wang, Andreas Vlachos Fake news stance detection using stacked ensemble of classifiers published pages: 80-83, ISSN: , DOI: 10.18653/v1/w17-4214 |
Proceedings of the 2017 EMNLP Workshop: Natural Language Processing meets Journalism | 2019-11-26 |
| 2017 |
Paikens, Peteris and Barzdins, Guntis and Mendes, Afonso and Ferreira, Daniel C and Broscheit, Samuel and Almeida, Mariana SC and Miranda, Sebasti{~a}o and Nogueira, David and Balage, Pedro and Martins, Andre FT SUMMA at TAC Knowledge Base Population Task 2016 published pages: , ISSN: , DOI: |
TAC | 2019-11-26 |
| 2017 |
James Thorne, Andreas Vlachos An Extensible Framework for Verification of Numerical Claims published pages: 37-40, ISSN: , DOI: 10.18653/v1/e17-3010 |
Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics | 2019-11-26 |
| 2017 |
Antonio Valerio Miceli Barone, Jindřich Helcl, Rico Sennrich, Barry Haddow, Alexandra Birch Deep architectures for Neural Machine Translation published pages: 99-107, ISSN: , DOI: 10.18653/v1/W17-4710 |
Proceedings of the Second Conference on Machine Translation | 2019-11-26 |
| 2018 |
Jeff Mitchell, Pontus Stenetorp, Pasquale Minervini, Sebastian Riedel Extrapolation in NLP published pages: 28-33, ISSN: , DOI: 10.18653/v1/W18-1005 |
Proceedings of the Workshop on Generalization in the Age of Deep Learning | 2019-11-26 |
Are you the coordinator (or a participant) of this project? Plaese send me more information about the "SUMMA" project.
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Send me an email (fabio@fabiodisconzi.com) and I put them in your project's page as son as possible.
Thanks. And then put a link of this page into your project's website.
The information about "SUMMA" are provided by the European Opendata Portal: CORDIS opendata.