Translating from Multiple Modalities into Text

Pubblicazioni

Movie Summarization via Sparse Graph Construction

Autori: Pinelopi Papalampidi, Frank Keller, Mirella Lapata
Pubblicato in: Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Pagina/e NA
Editore: Association for the Advancement of ArtificialIntelligence

Experience Grounds Language

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

Informative and Controllable Opinion Summarization

Autori: Reinald Kim Amplayo, Mirella Lapata
Pubblicato in: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021, Pagina/e 2662–2672
Editore: Association for Computational Linguistics

Multi-view Story Characterization from Movie Plot Synopses and Reviews

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

Unsupervised Opinion Summarization as Copycat-Review Generation

Autori: Arthur Bražinskas, Mirella Lapata, Ivan Titov
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 5151-5169
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.461

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

Autori: Nikos Papasarantopoulos, Lea Frermann, Mirella Lapata, Shay B. Cohen
Pubblicato 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, Pagina/e 2057–2067
Editore: Association of Computational Linguistics
DOI: 10.18653/v1/d19-1212

Screenplay Summarization Using Latent Narrative Structure

Autori: Pinelopi Papalampidi, Frank Keller, Lea Frermann, Mirella Lapata
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 1920-1933
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.174

Alignment-free Cross-lingual Semantic Role Labeling

Autori: Rui Cai, Mirella Lapata
Pubblicato in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Pagina/e 3883-3894
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.319

Semantic graph parsing with recurrent neural network DAG grammars

Autori: Federico Fancellu, Sorcha Gilroy, Adam Lopez, Mirella Lapata
Pubblicato 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, Pagina/e 2769–2778
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1278

Coarse-to-Fine Query Focused Multi-Document Summarization

Autori: Yumo Xu, Mirella Lapata
Pubblicato in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Pagina/e 3632-3645
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.296

Movie Plot Analysis via Turning Point Identification

Autori: Pinelopi Papalampidi, Frank Keller, Mirella Lapata
Pubblicato 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, Pagina/e 1707-1717
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1180

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

Autori: Bailin Wang, Ivan Titov, Mirella Lapata
Pubblicato 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, Pagina/e 3774–3785
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1391

Unsupervised Opinion Summarization with Content Planning

Autori: Reinald Kim Amplayo, Mirella Lapata
Pubblicato in: Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Pagina/e NA
Editore: Association for the Advancement of ArtificialIntelligence

Text Summarization with Pretrained Encoders

Autori: Yang Liu, Mirella Lapata
Pubblicato 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, Pagina/e 3730–3740
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/d19-1387

Hierarchical Transformers for Multi-Document Summarization

Autori: Yang Liu, Mirella Lapata
Pubblicato in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Pagina/e 5070-5081
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1500

Learning Contextually Informed Representations for Linear-Time Discourse Parsing}

Autori: Liu, Yang and Lapata, Mirella
Pubblicato in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Numero September 2017, 2017, Pagina/e 1289--1298
Editore: ACL

Image Pivoting for Learning Multilingual Multimodal Representations

Autori: Gella, Spandana and Sennrich, Rico and Keller, Frank and Lapata, Mirella
Pubblicato in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Numero September 2017, 2017, Pagina/e 2829--2835
Editore: ACL

Learning to Paraphrase for Question Answering

Autori: Dong, Li and Mallinson, Jonathan and Reddy, Siva and Lapata, Mirella
Pubblicato in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Numero September 2017, 2017, Pagina/e 875--886
Editore: ACL

A Generative Parser with a Discriminative Recognition Algorithm.

Autori: Jianpeng Cheng, Adam Lopez, and Mirella Lapata
Pubblicato in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Numero July, 2017, 2017, Pagina/e 118--124
Editore: ACL

Learning Structured Natural Language Representations for Semantic Parsing

Autori: Cheng, Jianpeng and Reddy, Siva and Saraswat, Vijay and Lapata, Mirella
Pubblicato in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Numero July, 2017, 2017, Pagina/e 44-55
Editore: ACL

Long Short-Term Memory-Networks for Machine Reading

Autori: Cheng, Jianpeng and Dong, Li and Lapata, Mirella
Pubblicato in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, Numero November, 2016, 2017, Pagina/e 551--561
Editore: ACL

Language to Logical Form with Neural Attention

Autori: Dong, Li and Lapata, Mirella
Pubblicato in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Numero August, 2016, 2016, Pagina/e 33--43
Editore: ACL

Neural Summarization by Extracting Sentences and Words

Autori: Cheng, Jianpeng and Lapata, Mirella
Pubblicato in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Numero August, 2016, 2016, Pagina/e 484--494
Editore: ACL

Neural Semantic Role Labeling with Dependency Path Embeddings

Autori: Roth, Michael and Lapata, Mirella
Pubblicato in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Numero August, 2016, 2016, Pagina/e 1192--1202
Editore: ACL

Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings

Autori: Gella, Spandana and Lapata, Mirella and Keller, Frank
Pubblicato in: Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Numero June, 2016, 2016, Pagina/e 182--192
Editore: ACL

Top-down Tree Long Short-Term Memory Networks

Autori: Zhang, Xingxing and Lu, Liang and Lapata, Mirella}
Pubblicato in: Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Numero June, 2016, 2016, Pagina/e 310--320
Editore: ACL

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

Autori: Narayan, Shashi; Cohen, Shay B.; Lapata, Mirella
Pubblicato 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 ., Numero 7, 2018
Editore: ACL
DOI: 10.5281/zenodo.2399762

Long Short-Term Memory-Networks for Machine Reading

Autori: Jianpeng Cheng, Li Dong, Mirella Lapata
Pubblicato in: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016, Pagina/e 551-561
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/D16-1053

Learning Structured Natural Language Representations for Semantic Parsing

Autori: Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata
Pubblicato in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017, Pagina/e 44-55
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/P17-1005

Image Pivoting for Learning Multilingual Multimodal Representations

Autori: Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata
Pubblicato in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Pagina/e 2839-2845
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/D17-1303

Learning to Paraphrase for Question Answering

Autori: Li Dong, Jonathan Mallinson, Siva Reddy, Mirella Lapata
Pubblicato in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Pagina/e 875-886
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/d17-1091

A Generative Parser with a Discriminative Recognition Algorithm

Autori: Jianpeng Cheng, Adam Lopez, Mirella Lapata
Pubblicato in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2017, Pagina/e 118-124
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/P17-2019

Confidence Modeling for Neural Semantic Parsing

Autori: Dong, Li; Quirk, Chris; Lapata, Mirella
Pubblicato in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Pagina/e 743–753
Editore: ACL

Coarse-to-Fine Decoding for Neural Semantic Parsing

Autori: Dong, Li; Lapata, Mirella
Pubblicato in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Pagina/e 731–742
Editore: ACL

Weakly-supervised Neural Semantic Parsing with a Generative Ranker

Autori: Cheng, Jianpeng; Lapata, Mirella
Pubblicato in: Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018, Pagina/e 356–367
Editore: ACL

Document Modeling with External Attention for Sentence Extraction

Autori: Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang
Pubblicato in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Pagina/e 2020–2030
Editore: ACL

Bootstrapping Generators from Noisy Data

Autori: Laura Perez-Beltrachini, Mirella Lapata
Pubblicato 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, Pagina/e 1516-1527
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/n18-1137

Universal Semantic Parsing

Autori: Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata
Pubblicato in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017, Pagina/e 89-101
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/d17-1009

Ranking Sentences for Extractive Summarization with Reinforcement Learning

Autori: Shashi Narayan, Shay B. Cohen, Mirella Lapata
Pubblicato 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, Pagina/e 1747-1759
Editore: 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

Autori: Narayan, Shashi and Cohen, Shay B. and Lapata, Mirella
Pubblicato in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Numero https://www.aclweb.org/anthology/D18-1206, 2018, Pagina/e 1797--1807
Editore: ACL

Sentence Compression for Arbitrary Languages via Multilingual Pivoting

Autori: Jonathan Mallinson, Rico Sennrich, and Mirela Lapata
Pubblicato in: roceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Pagina/e "2453--2464"""
Editore: ACL

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

Autori: Stefanos Angelidis and Mirella Lapata
Pubblicato in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Pagina/e 3675--3686
Editore: ACL

Data-to-Text Generation with Content Selection and Planning

Autori: Ratish Puduppully, Li Dong, and Mirella Lapata
Pubblicato in: Proceedings of the 33rd International Joint Conference on Artificial Intelligence, 2019
Editore: AAAI

Movie Plot Analysis via Turning Point Identification

Autori: Papalampidi, Pinelopi; Keller, Frank; Lapata, Mirella
Pubblicato in: Proceedings EMNLP-IJCNLP 2019, Numero 11, 2019
Editore: ACL

Text Summarization with Pretrained Encoders

Autori: Liu, Yang; Lapata, Mirella
Pubblicato in: Proceedings of EMNLP-IJCNLP 2019, Numero 17, 2019
Editore: ACL

Bootstrapping a Crosslingual Semantic Parser

Autori: Tom Sherborne, Yumo Xu, Mirella Lapata
Pubblicato in: Findings of the Association for Computational Linguistics: EMNLP 2020, 2020, Pagina/e 499–517
Editore: Association for Computational Lignuistics
DOI: 10.18653/v1/2020.findings-emnlp.45

Sentence Centrality Revisited for Unsupervised Summarization

Autori: Hao Zheng and Mirella Lapata
Pubblicato in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Pagina/e 6236–6247
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1628

Few-Shot Learning for Opinion Summarization

Autori: Arthur Bražinskas, Mirella Lapata, Ivan Titov
Pubblicato in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Pagina/e 4119–4135
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.337

Semi-Supervised Semantic Role Labeling with Cross-View Training

Autori: Rui Cai, Mirella Lapata
Pubblicato 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, Pagina/e 1018–1027
Editore: Association of Computational Linguistics
DOI: 10.18653/v1/d19-1094

Generating Summaries with Topic Templates and Structured Convolutional Decoders

Autori: Laura Perez-Beltrachini, Yang Liu, Mirella Lapata
Pubblicato in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Pagina/e 5107-5116
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1504

Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing

Autori: Jiangming Liu, Shay B. Cohen, Mirella Lapata
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 4547-4554
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.416

Unsupervised Opinion Summarization with Noising and Denoising

Autori: Reinald Kim Amplayo, Mirella Lapata
Pubblicato in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Pagina/e 1934-1945
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.175

Zero-Shot Crosslingual Sentence Simplification

Autori: Jonathan Mallinson, Rico Sennrich, Mirella Lapata
Pubblicato in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Pagina/e 5109–5126
Editore: Association of Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.415

Universal Discourse Representation Structure Parsing

Autori: Jiangming Liu, Shay B. Cohen, Mirella Lapata, Johan Bos
Pubblicato in: Computational Linguistics, 2021, Pagina/e 1-33, ISSN 0891-2017
Editore: MIT Press
DOI: 10.1162/coli_a_00406

Data-to-text Generation with Macro Planning

Autori: Ratish Puduppully, Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, 2021, Pagina/e NA, ISSN 2307-387X
Editore: Association for Computational Linguistics

Extractive Opinion Summarization in Quantized Transformer Spaces

Autori: Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, Xiaolan Wang, Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics (TACL), 2021, Pagina/e NA, ISSN 2307-387X
Editore: Association for Computational Linguistics

Whodunnit? Crime Drama as a Case for Natural Language Understanding

Autori: Lea Frermann, Shay Cohen, Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero vol 6 (2018), 2018, Pagina/e 1-15, ISSN 2307-387X
Editore: ACL

Learning Structured Text Representations.

Autori: Yang Liu and Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero Vol 6 (2018), 2018, Pagina/e 63-75, ISSN 2307-387X
Editore: ACL

Understanding visual scenes

Autori: CARINA SILBERER, JASPER UIJLINGS, MIRELLA LAPATA
Pubblicato in: Natural Language Engineering, Numero 24/03, 2018, Pagina/e 441-465, ISSN 1351-3249
Editore: Cambridge University Press
DOI: 10.1017/s1351324918000104

Transforming Dependency Structures to Logical Forms for Semantic Parsing

Autori: Siva Reddy, Oscar Täckström, Michael Collins, Tom Kwiatkowski, Dipanjan Das, Mark Steedman, Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero vol 4 (2016), 2016, Pagina/e 127-140, ISSN 2307-387X
Editore: ACL

Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis

Autori: Stefanos Angelidis and Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero vol 6 (2018), 2018, Pagina/e 17-31, ISSN 2307-387X
Editore: ACL

A Bayesian Model of Diachronic Meaning Change

Autori: Lea Frermann, Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero vol 4 (2016), 2016, Pagina/e 31-45, ISSN 2307-387X
Editore: ACL

Disambiguating Visual Verbs

Autori: Spandana Gella, Frank Keller, Mirella Lapata
Pubblicato in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Numero 27 December 2017, 2017, Pagina/e 1-1, ISSN 0162-8828
Editore: 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

Autori: Shashi Narayan, Shay B. Cohen, Mirella Lapata
Pubblicato in: Journal of Artificial Intelligence Research, Numero 66, 2019, Pagina/e 243-278, ISSN 1076-9757
Editore: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.11315

Syntax-aware Semantic Role Labeling without Parsing

Autori: Rui Cai, Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero 7, 2019, Pagina/e 343-356, ISSN 2307-387X
Editore: MIT Press
DOI: 10.1162/tacl_a_00272

Learning an Executable Neural Semantic Parser

Autori: Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata
Pubblicato in: Computational Linguistics, Numero 45/1, 2019, Pagina/e 59-94, ISSN 0891-2017
Editore: MIT Press
DOI: 10.1162/coli_a_00342

Weakly Supervised Domain Detection

Autori: Yumo Xu, Mirella Lapata
Pubblicato in: Transactions of the Association for Computational Linguistics, Numero 7, 2019, Pagina/e 581-596, ISSN 2307-387X
Editore: MIT Press
DOI: 10.1162/tacl_a_00287

Data-to-Text Generation with Content Selection and Planning

Autori: Ratish Puduppully, Li Dong, Mirella Lapata
Pubblicato in: Proceedings of the AAAI Conference on Artificial Intelligence, Numero 33, 2019, Pagina/e 6908-6915, ISSN 2374-3468
Editore: AAAI
DOI: 10.1609/aaai.v33i01.33016908

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