The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL GEM IJCNLP

Sebastian Gehrmann | Tosin Adewumi | Karmanya Aggarwal | Pawan Sasanka Ammanamanchi | Anuoluwapo Aremu | Antoine Bosselut | Khyathi Raghavi Chandu | Miruna-Adriana Clinciu | Dipanjan Das | Kaustubh Dhole | Wanyu Du | Esin Durmus | Ondřej Dušek | Chris Chinenye Emezue | Varun Gangal | Cristina Garbacea | Tatsunori Hashimoto | Yufang Hou | Yacine Jernite | Harsh Jhamtani | Yangfeng Ji | Shailza Jolly | Mihir Kale | Dhruv Kumar | Faisal Ladhak | Aman Madaan | Mounica Maddela | Khyati Mahajan | Saad Mahamood | Bodhisattwa Prasad Majumder | Pedro Henrique Martins | Angelina McMillan-Major | Simon Mille | Emiel van Miltenburg | Moin Nadeem | Shashi Narayan | Vitaly Nikolaev | Andre Niyongabo Rubungo | Salomey Osei | Ankur Parikh | Laura Perez-Beltrachini | Niranjan Ramesh Rao | Vikas Raunak | Juan Diego Rodriguez | Sashank Santhanam | João Sedoc | Thibault Sellam | Samira Shaikh | Anastasia Shimorina | Marco Antonio Sobrevilla Cabezudo | Hendrik Strobelt | Nishant Subramani | Wei Xu | Diyi Yang | Akhila Yerukola | Jiawei Zhou |

MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization EMNLP Findings

Xinnuo Xu | Ondřej Dušek | Shashi Narayan | Verena Rieser | Ioannis Konstas |

A Thorough Evaluation of Task-Specific Pretraining for Summarization EMNLP

Sascha Rothe | Joshua Maynez | Shashi Narayan |

Planning with Learned Entity Prompts for Abstractive Summarization TACL

Shashi Narayan | Yao Zhao | Joshua Maynez | Gonçalo Simões | Vitaly Nikolaev | Ryan McDonald |

Focus Attention: Promoting Faithfulness and Diversity in Summarization ACL IJCNLP

Rahul Aralikatte | Shashi Narayan | Joshua Maynez | Sascha Rothe | Ryan McDonald |

On Faithfulness and Factuality in Abstractive Summarization ACL

Joshua Maynez | Shashi Narayan | Bernd Bohnet | Ryan McDonald |

Stepwise Extractive Summarization and Planning with Structured Transformers EMNLP

Shashi Narayan | Joshua Maynez | Jakub Adamek | Daniele Pighin | Blaz Bratanic | Ryan McDonald |

Leveraging Pre-trained Checkpoints for Sequence Generation Tasks TACL

Sascha Rothe | Shashi Narayan | Aliaksei Severyn |

Jointly Extracting and Compressing Documents with Summary State Representations NAACL

Afonso Mendes | Shashi Narayan | Sebastião Miranda | Zita Marinho | André F. T. Martins | Shay B. Cohen |

HighRES: Highlight-based Reference-less Evaluation of Summarization ACL

Hardy Hardy | Shashi Narayan | Andreas Vlachos |

Local String Transduction as Sequence Labeling COLING

Joana Ribeiro | Shashi Narayan | Shay B. Cohen | Xavier Carreras |

Privacy-preserving Neural Representations of Text EMNLP

Maximin Coavoux | Shashi Narayan | Shay B. Cohen |

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

Shashi Narayan | Shay B. Cohen | Mirella Lapata |

Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL

Shashi Narayan | Shay B. Cohen | Mirella Lapata |

Deep Learning Approaches to Text Production NAACL

Claire Gardent | Shashi Narayan |

Document Modeling with External Attention for Sentence Extraction ACL

Shashi Narayan | Ronald Cardenas | Nikos Papasarantopoulos | Shay B. Cohen | Mirella Lapata | Jiangsheng Yu | Yi Chang |

Split and Rephrase EMNLP

Shashi Narayan | Claire Gardent | Shay B. Cohen | Anastasia Shimorina |

The SUMMA Platform Prototype EACL

Renars Liepins | Ulrich Germann | Guntis Barzdins | Alexandra Birch | Steve Renals | Susanne Weber | Peggy van der Kreeft | Hervé Bourlard | João Prieto | Ondřej Klejch | Peter Bell | Alexandros Lazaridis | Alfonso Mendes | Sebastian Riedel | Mariana S. C. Almeida | Pedro Balage | Shay B. Cohen | Tomasz Dwojak | Philip N. Garner | Andreas Giefer | Marcin Junczys-Dowmunt | Hina Imran | David Nogueira | Ahmed Ali | Sebastião Miranda | Andrei Popescu-Belis | Lesly Miculicich Werlen | Nikos Papasarantopoulos | Abiola Obamuyide | Clive Jones | Fahim Dalvi | Andreas Vlachos | Yang Wang | Sibo Tong | Rico Sennrich | Nikolaos Pappas | Shashi Narayan | Marco Damonte | Nadir Durrani | Sameer Khurana | Ahmed Abdelali | Hassan Sajjad | Stephan Vogel | David Sheppey | Chris Hernon | Jeff Mitchell |

Creating Training Corpora for NLG Micro-Planners ACL

Claire Gardent | Anastasia Shimorina | Shashi Narayan | Laura Perez-Beltrachini |

The WebNLG Challenge: Generating Text from RDF Data INLG WS

Claire Gardent | Anastasia Shimorina | Shashi Narayan | Laura Perez-Beltrachini |

Optimizing Spectral Learning for Parsing ACL

Shashi Narayan | Shay B. Cohen |

Encoding Prior Knowledge with Eigenword Embeddings TACL

Dominique Osborne | Shashi Narayan | Shay B. Cohen |

Unsupervised Sentence Simplification Using Deep Semantics INLG WS

Shashi Narayan | Claire Gardent |

Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing INLG WS

Shashi Narayan | Siva Reddy | Shay B. Cohen |

The WebNLG Challenge: Generating Text from DBPedia Data INLG WS

Emilie Colin | Claire Gardent | Yassine M’rabet | Shashi Narayan | Laura Perez-Beltrachini |

Diversity in Spectral Learning for Natural Language Parsing EMNLP

Shashi Narayan | Shay B. Cohen |

Multiple Adjunction in Feature-Based Tree-Adjoining Grammar CL

Claire Gardent | Shashi Narayan |

Hybrid Simplification using Deep Semantics and Machine Translation ACL

Shashi Narayan | Claire Gardent |

Generating Elliptic Coordination WS

Claire Gardent | Shashi Narayan |

Error Mining with Suspicion Trees: Seeing the Forest for the Trees COLING

Shashi Narayan | Claire Gardent |

Structure-Driven Lexicalist Generation COLING

Shashi Narayan | Claire Gardent |

Error Mining on Dependency Trees ACL

Claire Gardent | Shashi Narayan |