Induction of Broad-Coverage Semantic Parsers

Project Information

BroadSem

Grant agreement ID: 678254

DOI

10.3030/678254

Project closed

EC signature date 16 December 2015

Start date 1 May 2016

End date 30 April 2022

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 457 185,00

EU contribution

€ 1 457 185,00

Coordinated by

THE UNIVERSITY OF EDINBURGH
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (53)

Obfuscation for Privacy-preserving Syntactic Parsing

Author(s): Zhifeng Hu; Serhii Havrylov; Ivan Titov; Shay B. Cohen
Published in: IWPT 2020, Issue 20, 2020
Publisher: ACL
DOI: 10.18653/v1/2020.iwpt-1.7

Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation

Author(s): Elena Voita; Rico Sennrich; Ivan Titov
Published in: ACL/IJCNLP (1), Issue 28, 2021
Publisher: ACL
DOI: 10.18653/v1/2021.acl-long.91

Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation

Author(s): Verna Dankers, Christopher G. Lucas, Ivan Tito
Published in: ACL, 2022
Publisher: ACL

Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling

Author(s): Diego Marcheggiani; Ivan Titov
Published in: EMNLP, 2020
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.322

Meta-Learning to Compositionally Generalize

Author(s): Henry Conklin; Bailin Wang; Kenny Smith; Ivan Titov
Published in: ACL/IJCNLP, 2021
Publisher: ACL
DOI: 10.18653/v1/2021.acl-long.258

Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation

Author(s): Zhang, Biao, Williams, Philip, Titov, Ivan, and Sennrich, Rico
Published in: ACL, 2020
Publisher: ACL

A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples

Author(s): Wang, Yuxuan, Che, Wanxiang, Titov, Ivan, Cohen, Shay B., Lei, Zhilin, and Liu, Ting
Published in: Findings of ACL 2021, 2020
Publisher: ACL

A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing

Author(s): Chunchuan Lyu; Shay B. Cohen; Ivan Titov
Published in: EMNLP, Issue 2, 2021
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-main.714

Visually Grounded Compound PCFGs

Author(s): Yanpeng Zhao; Ivan Titov
Published in: EMNLP, 2020
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.354

Structured Reordering for Modeling Latent Alignments in Sequence Transduction

Author(s): Bailin Wang, Mirella Lapata, Ivan Titov
Published in: NeurIPS, 2021
Publisher: NeurIPS

Adaptive Feature Selection for End-to-End Speech Translation

Author(s): Biao Zhang; Ivan Titov; Barry Haddow; Rico Sennrich
Published in: Zhang , B , Titov , I , Haddow , B & Sennrich , R 2020 , Adaptive Feature Selection for End-to-End Speech Translation . in Findings of the Association for Computational Linguistics: EMNLP 2020 . pp. 2533-2544 , The 2020 Conference on Empirical Methods in Natural Language Processing , Virtual conference , 16/11/20 . https://doi.org/10.18653/v1/2020.findings-emnlp.230, Issue 39, 2020
Publisher: ACL
DOI: 10.18653/v1/2020.findings-emnlp.230

Editing Factual Knowledge in Language Models

Author(s): Nicola De Cao, Wilker Aziz, Ivan Titov
Published in: EMNLP, 2021
Publisher: ACL

Highly Parallel Autoregressive Entity Linking with Discriminative Correction

Author(s): De Cao, Nicola, Aziz, Wilker, and Titov, Ivan
Published in: In Proceedings of EMNLP (short papers) 2021, 2021
Publisher: ACL

Learning Opinion Summarizers by Selecting Informative Reviews

Author(s): Arthur Bražinskas, Mirella Lapata, Ivan Titov
Published in: EMNLP, 2021
Publisher: ACL

Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks

Author(s): Emelin, Denis, Titov, Ivan, and Sennrich, Rico
Published in: EMNLP 2020, 2020
Publisher: ACL

Sparse Attention with Linear Units

Author(s): Zhang, Biao, Titov, Ivan, and Sennrich, Rico
Published in: Proceedings of EMNLP 2021, 2021
Publisher: ACL

Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling

Author(s): Marcheggiani, Diego; Titov, Ivan
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018, Page(s) 1506–1515
Publisher: ACL

Context-Aware Neural Machine Translation Learns Anaphora Resolution

Author(s): Voita, Elena; Serdyukov, Pavel; Sennrich, Rico; Titov, Ivan
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018, Page(s) 1264-1274
Publisher: ACL

Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols

Author(s): Havrylov, Serhii; Titov, Ivan
Published in: Advances in Neural Information Processing Systems (NIPS), 2017
Publisher: NIPS

Modeling Relational Data with Graph Convolutional Networks

Author(s): Schlichtkrull, Michael; Kipf, Thomas N.; Bloem, Peter; Berg, Rianne van den; Titov, Ivan; Welling, Max
Published in: 15th Extended Semantic Web Conference (ESWC), 2018, Page(s) 593-607
Publisher: ESWC

Improving Entity Linking by Modeling Latent Relations between Mentions

Author(s): Le, Phong; Titov, Ivan
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, Issue 1, 2018
Publisher: ACL

AMR Parsing as Graph Prediction with Latent Alignment

Author(s): Lyu, Chunchuan; Titov, Ivan
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018, Page(s) 397--407
Publisher: ACL

Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks

Author(s): Marcheggiani, Diego; Bastings, Joost; Titov, Ivan
Published in: Proceedings of the Conference of the North American Chapter of the Association for Computation Linguistics (NAACL), 2018
Publisher: ACL

Graph Convolutional Encoders for Syntax-aware Neural Machine Translation

Author(s): Joost Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Simaan
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Page(s) 1957-1967
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/D17-1209

Embedding Words as Distributions with a Bayesian Skip-gram Model

Author(s): Arthur Bražinskas; Serhii Havrylov; Ivan Titov
Published in: Proceedings of the 27th International Conference on Computational Linguistics (COLING), 2018, Page(s) 1775–1789
Publisher: ACL

Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder

Author(s): Caio Corro; Ivan Titov
Published in: International Conference on Learning Representations (ICLR), 2019
Publisher: ICLR

A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling

Author(s): Diego Marcheggiani, Anton Frolov, Ivan Titov
Published in: Proceeding of the Conference on Natural Language Learning (CoNLL), 2017
Publisher: Association for Computational Linguistics, SIGNLL

Optimizing Differentiable Relaxations of Coreference Evaluation Metrics

Author(s): Phong Le, Ivan Titov
Published in: Proceeding of Conference on Natural Language Learning (CoNLL), 2017
Publisher: Association for Computational Linguistics, SIGNLL

Interpretable Neural Predictions with Differentiable Binary Variables

Author(s): Bastings, Joost; Aziz, Wilker; Titov, Ivan
Published in: Proceedings of the Association for Computational Linguistics, 2019
Publisher: Association for Computational Linguistics

Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming

Author(s): Corro, Caio; Titov, Ivan
Published in: Proceedings of the Association for Computational Linguistics, Issue 1, 2019
Publisher: Association for Computational Linguistics

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Author(s): Voita, Elena; Talbot, David; Moiseev, Fedor; Sennrich, Rico; Titov, Ivan
Published in: Voita, Elena; Talbot, David; Moiseev, Fedor; Sennrich, Rico; Titov, Ivan (2019). Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned. In: Proceedings of the 57th Conference of the Association for Computational Linguistics, Florence, Italy, 28 July 2019 - 2 August 2019, 5797-5808., Issue 3, 2019
Publisher: Association for Computational Linguistics
DOI: 10.5167/uzh-172619

Question Answering by Reasoning Across Documents with Graph Convolutional Networks

Author(s): Nicola De Cao, Wilker Aziz, Ivan Titov
Published in: Proceedings of the 2019 Conference of the North, 2019, Page(s) 2306-2317
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/n19-1240

When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion

Author(s): Voita, Elena; Sennrich, Rico; Titov, Ivan
Published in: Voita, Elena; Sennrich, Rico; Titov, Ivan (2019). When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion. In: Proceedings of the 57th Conference of the Association for Computational Linguistics, Florence, Italy, 28 July 2019 - 2019, 1198-1212., Issue 6, 2019
Publisher: Association for Computational Linguistics
DOI: 10.5167/uzh-172620

Block Neural Autoregressive Flow

Author(s): De Cao, Nicola; Aziz, Wilker; Titov, Ivan
Published in: in Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Issue 4, 2019
Publisher: JMLR / UAI

Distant Learning for Entity Linking with Automatic Noise Detection

Author(s): Phone Le, Ivan Titov
Published in: Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Publisher: ACL

Boosting Entity Linking Performance by Leveraging Unlabeled Documents

Author(s): Phong Le, Ivan Titov
Published in: Proceedings of the Association for Computational Linguistics, 2019
Publisher: ACL

Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs

Author(s): Bailin Wang, Ivan Titov, Mirella Lapata
Published in: Proceedings of the Association for Computational Linguistics (ACL), 2019
Publisher: ACL

Semantic Role Labeling with Iterative Structure Refinement

Author(s): Chunchuan Lyu, Shay Cohen, Ivan Titov
Published in: Proceedings of EMNLP, 2019
Publisher: ACL

Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks

Author(s): Xinchi Chen, Chunchuan Lyu, Ivan Titov
Published in: Proceedings of EMNLP, 2019
Publisher: ACL

The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation

Author(s): Elena Voita, Rico Sennrich, Ivan Titov
Published in: Proceedings of EMNLP, 2019
Publisher: ACL

Single Document Summarization as Tree Induction

Author(s): Yang Liu, Ivan Titov, Mirella Lapata
Published in: Proceedings of NAACL, 2019
Publisher: ACL

Unsupervised Opinion Summarization as Copycat-Review Generation

Author(s): Arthur Brazinskas, Mirella Lapata, Ivan Titov
Published in: Proceedings of ACL, 2020
Publisher: ACL

Meta-Learning to Compositionally Generalize

Author(s): Henry Conklin, Bailin Wang, Kenny Smith, Ivan Titov
Published in: ACL, 2021
Publisher: ACL

Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT

Author(s): Voita, Elena; Sennrich, Rico; Titov, Ivan
Published in: EMNLP 2021, 2021
Publisher: ACL
DOI: 10.5167/uzh-208888

How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking

Author(s): De Cao, Nicola, Schlichtkrull, Michael Sejr, Aziz, Wilker, and Titov, Ivan
Published in: EMNLP, 2020
Publisher: ACL

Fast Interleaved Bidirectional Sequence Generation

Author(s): Zhang, Biao; Titov, Ivan; Sennrich, Rico
Published in: WMT, 2020
Publisher: ACL
DOI: 10.5167/uzh-193900

Exploring Unsupervised Pretraining Objectives for Machine Translation

Author(s): Baziotis, Christos, Titov, Ivan, Birch, Alexandra, and Haddow, Barry
Published in: Findings of ACL, 2021
Publisher: ACL

Beyond Sentence-Level End-to-End Speech Translation: Context Helps

Author(s): Zhang, Biao, Titov, Ivan, Haddow, Barry, and Sennrich, Rico
Published in: ACL, 2021
Publisher: ACL

Learning from Executions for Semantic Parsing

Author(s): Bailin Wang, Mirella Lapata, Ivan Titov
Published in: Proceedings of NAACL 2021, 2021
Publisher: ACL

On Sparsifying Encoder Outputs in Sequence-to-Sequence Models

Author(s): Biao Zhang; Ivan Titov; Rico Sennrich
Published in: Findings of ACL, Issue 36, 2021
Publisher: ACL
DOI: 10.5167/uzh-208878

Few-Shot Learning for Opinion Summarization

Author(s): Bražinskas, Arthur, Lapata, Mirella, and Titov, Ivan
Published in: Proceedings of EMNLP 2020, 2020
Publisher: ACL

Information-Theoretic Probing with Minimum Description Length

Author(s): Elena Voita; Ivan Titov
Published in: EMNLP, 2020
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.14

Interpreting graph neural networks for NLP with differentiable edge masking

Author(s): Schlichtkrull, Michael Sejr, De Cao, Nicola, and Titov, Ivan
Published in: ICLR, 2021
Publisher: ICLR

Peer reviewed articles (1)

Modelling Semantic Expectation: Using Script Knowledge for Referent Prediction

Author(s): Ashutosh Modi, Ivan Titov, Vera Demberg, Asad Sayeed, Manfred Pinkal
Published in: Transactions of the Association for Computational Linguistics, 2017, Page(s) 31-44, ISSN 2307-387X
Publisher: Association of Computational Linguistics