Translating from Multiple Modalities into Text

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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

Movie Summarization via Sparse Graph Construction

Author(s): Pinelopi Papalampidi, Frank Keller, Mirella Lapata
Published in: Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Page(s) NA
Publisher: Association for the Advancement of ArtificialIntelligence

Experience Grounds Language

Author(s): Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph Turian
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 8718-8735
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.703

Informative and Controllable Opinion Summarization

Author(s): Reinald Kim Amplayo, Mirella Lapata
Published in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021, Page(s) 2662–2672
Publisher: Association for Computational Linguistics

Multi-view Story Characterization from Movie Plot Synopses and Reviews

Author(s): Sudipta Kar, Gustavo Aguilar, Mirella Lapata, Thamar Solorio
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 5629-5646
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.454

Unsupervised Opinion Summarization as Copycat-Review Generation

Author(s): Arthur Bražinskas, Mirella Lapata, Ivan Titov
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 5151-5169
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.461

Partners in Crime: Multi-view Sequential Inference for Movie Understanding

Author(s): Nikos Papasarantopoulos, Lea Frermann, Mirella Lapata, Shay B. Cohen
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 2057–2067
Publisher: Association of Computational Linguistics
DOI: 10.18653/v1/d19-1212

Screenplay Summarization Using Latent Narrative Structure

Author(s): Pinelopi Papalampidi, Frank Keller, Lea Frermann, Mirella Lapata
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 1920-1933
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.174

Alignment-free Cross-lingual Semantic Role Labeling

Author(s): Rui Cai, Mirella Lapata
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 3883-3894
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.319

Semantic graph parsing with recurrent neural network DAG grammars

Author(s): Federico Fancellu, Sorcha Gilroy, Adam Lopez, Mirella Lapata
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 2769–2778
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1278

Coarse-to-Fine Query Focused Multi-Document Summarization

Author(s): Yumo Xu, Mirella Lapata
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 3632-3645
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.296

Movie Plot Analysis via Turning Point Identification

Author(s): Pinelopi Papalampidi, Frank Keller, Mirella Lapata
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 1707-1717
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1180

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 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 3774–3785
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1391

Unsupervised Opinion Summarization with Content Planning

Author(s): Reinald Kim Amplayo, Mirella Lapata
Published in: Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Page(s) NA
Publisher: Association for the Advancement of ArtificialIntelligence

Text Summarization with Pretrained Encoders

Author(s): Yang Liu, Mirella Lapata
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 3730–3740
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1387

Hierarchical Transformers for Multi-Document Summarization

Author(s): Yang Liu, Mirella Lapata
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 5070-5081
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1500

Learning Contextually Informed Representations for Linear-Time Discourse Parsing}

Author(s): Liu, Yang and Lapata, Mirella
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Issue September 2017, 2017, Page(s) 1289--1298
Publisher: ACL

Image Pivoting for Learning Multilingual Multimodal Representations

Author(s): Gella, Spandana and Sennrich, Rico and Keller, Frank and Lapata, Mirella
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Issue September 2017, 2017, Page(s) 2829--2835
Publisher: ACL

Learning to Paraphrase for Question Answering

Author(s): Dong, Li and Mallinson, Jonathan and Reddy, Siva and Lapata, Mirella
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Issue September 2017, 2017, Page(s) 875--886
Publisher: ACL

A Generative Parser with a Discriminative Recognition Algorithm.

Author(s): Jianpeng Cheng, Adam Lopez, and Mirella Lapata
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Issue July, 2017, 2017, Page(s) 118--124
Publisher: ACL

Learning Structured Natural Language Representations for Semantic Parsing

Author(s): Cheng, Jianpeng and Reddy, Siva and Saraswat, Vijay and Lapata, Mirella
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Issue July, 2017, 2017, Page(s) 44-55
Publisher: ACL

Long Short-Term Memory-Networks for Machine Reading

Author(s): Cheng, Jianpeng and Dong, Li and Lapata, Mirella
Published in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, Issue November, 2016, 2017, Page(s) 551--561
Publisher: ACL

Language to Logical Form with Neural Attention

Author(s): Dong, Li and Lapata, Mirella
Published in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Issue August, 2016, 2016, Page(s) 33--43
Publisher: ACL

Neural Summarization by Extracting Sentences and Words

Author(s): Cheng, Jianpeng and Lapata, Mirella
Published in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Issue August, 2016, 2016, Page(s) 484--494
Publisher: ACL

Neural Semantic Role Labeling with Dependency Path Embeddings

Author(s): Roth, Michael and Lapata, Mirella
Published in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Issue August, 2016, 2016, Page(s) 1192--1202
Publisher: ACL

Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings

Author(s): Gella, Spandana and Lapata, Mirella and Keller, Frank
Published in: Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Issue June, 2016, 2016, Page(s) 182--192
Publisher: ACL

Top-down Tree Long Short-Term Memory Networks

Author(s): Zhang, Xingxing and Lu, Liang and Lapata, Mirella}
Published in: Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Issue June, 2016, 2016, Page(s) 310--320
Publisher: ACL

Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Author(s): Narayan, Shashi; Cohen, Shay B.; Lapata, Mirella
Published in: Narayan , S , Cohen , S & Lapata , M 2018 , Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization . in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing . Brussels, Belgium , pp. 1797-1807 , 2018 Conference on Empirical Methods in Natural Language Processing , Brussels , Belgium , 31/10/18 ., Issue 7, 2018
Publisher: ACL
DOI: 10.5281/zenodo.2399762

Long Short-Term Memory-Networks for Machine Reading

Author(s): Jianpeng Cheng, Li Dong, Mirella Lapata
Published in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016, Page(s) 551-561
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/D16-1053

Learning Structured Natural Language Representations for Semantic Parsing

Author(s): Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017, Page(s) 44-55
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/P17-1005

Image Pivoting for Learning Multilingual Multimodal Representations

Author(s): Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Page(s) 2839-2845
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/D17-1303

Learning to Paraphrase for Question Answering

Author(s): Li Dong, Jonathan Mallinson, Siva Reddy, Mirella Lapata
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Page(s) 875-886
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d17-1091

A Generative Parser with a Discriminative Recognition Algorithm

Author(s): Jianpeng Cheng, Adam Lopez, Mirella Lapata
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2017, Page(s) 118-124
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/P17-2019

Confidence Modeling for Neural Semantic Parsing

Author(s): Dong, Li; Quirk, Chris; Lapata, Mirella
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Page(s) 743–753
Publisher: ACL

Coarse-to-Fine Decoding for Neural Semantic Parsing

Author(s): Dong, Li; Lapata, Mirella
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Page(s) 731–742
Publisher: ACL

Weakly-supervised Neural Semantic Parsing with a Generative Ranker

Author(s): Cheng, Jianpeng; Lapata, Mirella
Published in: Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018, Page(s) 356–367
Publisher: ACL

Document Modeling with External Attention for Sentence Extraction

Author(s): Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Page(s) 2020–2030
Publisher: ACL

Bootstrapping Generators from Noisy Data

Author(s): Laura Perez-Beltrachini, Mirella Lapata
Published in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 2018, Page(s) 1516-1527
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/n18-1137

Universal Semantic Parsing

Author(s): Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata
Published in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Page(s) 89-101
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d17-1009

Ranking Sentences for Extractive Summarization with Reinforcement Learning

Author(s): Shashi Narayan, Shay B. Cohen, Mirella Lapata
Published in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 2018, Page(s) 1747-1759
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/n18-1158

Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Author(s): Narayan, Shashi and Cohen, Shay B. and Lapata, Mirella
Published in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Issue https://www.aclweb.org/anthology/D18-1206, 2018, Page(s) 1797--1807
Publisher: ACL

Sentence Compression for Arbitrary Languages via Multilingual Pivoting

Author(s): Jonathan Mallinson, Rico Sennrich, and Mirela Lapata
Published in: roceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) "2453--2464"""
Publisher: ACL

Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised

Author(s): Stefanos Angelidis and Mirella Lapata
Published in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 3675--3686
Publisher: ACL

Data-to-Text Generation with Content Selection and Planning

Author(s): Ratish Puduppully, Li Dong, and Mirella Lapata
Published in: Proceedings of the 33rd International Joint Conference on Artificial Intelligence, 2019
Publisher: AAAI

Movie Plot Analysis via Turning Point Identification

Author(s): Papalampidi, Pinelopi; Keller, Frank; Lapata, Mirella
Published in: Proceedings EMNLP-IJCNLP 2019, Issue 11, 2019
Publisher: ACL

Text Summarization with Pretrained Encoders

Author(s): Liu, Yang; Lapata, Mirella
Published in: Proceedings of EMNLP-IJCNLP 2019, Issue 17, 2019
Publisher: ACL

Bootstrapping a Crosslingual Semantic Parser

Author(s): Tom Sherborne, Yumo Xu, Mirella Lapata
Published in: Findings of the Association for Computational Linguistics: EMNLP 2020, 2020, Page(s) 499–517
Publisher: Association for Computational Lignuistics
DOI: 10.18653/v1/2020.findings-emnlp.45

Sentence Centrality Revisited for Unsupervised Summarization

Author(s): Hao Zheng and Mirella Lapata
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 6236–6247
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1628

Few-Shot Learning for Opinion Summarization

Author(s): Arthur Bražinskas, Mirella Lapata, Ivan Titov
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 4119–4135
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.337

Semi-Supervised Semantic Role Labeling with Cross-View Training

Author(s): Rui Cai, Mirella Lapata
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 1018–1027
Publisher: Association of Computational Linguistics
DOI: 10.18653/v1/d19-1094

Generating Summaries with Topic Templates and Structured Convolutional Decoders

Author(s): Laura Perez-Beltrachini, Yang Liu, Mirella Lapata
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 5107-5116
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1504

Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing

Author(s): Jiangming Liu, Shay B. Cohen, Mirella Lapata
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 4547-4554
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.416

Unsupervised Opinion Summarization with Noising and Denoising

Author(s): Reinald Kim Amplayo, Mirella Lapata
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 1934-1945
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.175

Zero-Shot Crosslingual Sentence Simplification

Author(s): Jonathan Mallinson, Rico Sennrich, Mirella Lapata
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 5109–5126
Publisher: Association of Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.415

Universal Discourse Representation Structure Parsing

Author(s): Jiangming Liu, Shay B. Cohen, Mirella Lapata, Johan Bos
Published in: Computational Linguistics, 2021, Page(s) 1-33, ISSN 0891-2017
Publisher: MIT Press
DOI: 10.1162/coli_a_00406

Data-to-text Generation with Macro Planning

Author(s): Ratish Puduppully, Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, 2021, Page(s) NA, ISSN 2307-387X
Publisher: Association for Computational Linguistics

Extractive Opinion Summarization in Quantized Transformer Spaces

Author(s): Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics (TACL), 2021, Page(s) NA, ISSN 2307-387X
Publisher: Association for Computational Linguistics

Whodunnit? Crime Drama as a Case for Natural Language Understanding

Author(s): Lea Frermann, Shay Cohen, Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, Issue vol 6 (2018), 2018, Page(s) 1-15, ISSN 2307-387X
Publisher: ACL

Learning Structured Text Representations.

Author(s): Yang Liu and Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, Issue Vol 6 (2018), 2018, Page(s) 63-75, ISSN 2307-387X
Publisher: ACL

Understanding visual scenes

Author(s): CARINA SILBERER, JASPER UIJLINGS, MIRELLA LAPATA
Published in: Natural Language Engineering, Issue 24/03, 2018, Page(s) 441-465, ISSN 1351-3249
Publisher: Cambridge University Press
DOI: 10.1017/s1351324918000104

Transforming Dependency Structures to Logical Forms for Semantic Parsing

Author(s): Siva Reddy, Oscar Täckström, Michael Collins, Tom Kwiatkowski, Dipanjan Das, Mark Steedman, Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, Issue vol 4 (2016), 2016, Page(s) 127-140, ISSN 2307-387X
Publisher: ACL

Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis

Author(s): Stefanos Angelidis and Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, Issue vol 6 (2018), 2018, Page(s) 17-31, ISSN 2307-387X
Publisher: ACL

A Bayesian Model of Diachronic Meaning Change

Author(s): Lea Frermann, Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, Issue vol 4 (2016), 2016, Page(s) 31-45, ISSN 2307-387X
Publisher: ACL

Disambiguating Visual Verbs

Author(s): Spandana Gella, Frank Keller, Mirella Lapata
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Issue 27 December 2017, 2017, Page(s) 1-1, ISSN 0162-8828
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TPAMI.2017.2786699

What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks

Author(s): Shashi Narayan, Shay B. Cohen, Mirella Lapata
Published in: Journal of Artificial Intelligence Research, Issue 66, 2019, Page(s) 243-278, ISSN 1076-9757
Publisher: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.11315

Syntax-aware Semantic Role Labeling without Parsing

Author(s): Rui Cai, Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, Issue 7, 2019, Page(s) 343-356, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00272

Learning an Executable Neural Semantic Parser

Author(s): Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata
Published in: Computational Linguistics, Issue 45/1, 2019, Page(s) 59-94, ISSN 0891-2017
Publisher: MIT Press
DOI: 10.1162/coli_a_00342

Weakly Supervised Domain Detection

Author(s): Yumo Xu, Mirella Lapata
Published in: Transactions of the Association for Computational Linguistics, Issue 7, 2019, Page(s) 581-596, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00287

Data-to-Text Generation with Content Selection and Planning

Author(s): Ratish Puduppully, Li Dong, Mirella Lapata
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 33, 2019, Page(s) 6908-6915, ISSN 2374-3468
Publisher: AAAI
DOI: 10.1609/aaai.v33i01.33016908

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