Dissecting Generation Modes for Abstractive Summarization Models via
Ablation and AttributionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
Generating Informative Conclusions for Argumentative TextsFindings (Findings), 2021 |
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive
Summarization with Argument MiningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
BookSum: A Collection of Datasets for Long-form Narrative SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
DialogSum: A Real-Life Scenario Dialogue Summarization DatasetFindings (Findings), 2021 |
Improving Factual Consistency of Abstractive Summarization via Question
AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
D2S: Document-to-Slide Generation Via Query-Based Text SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
Reliability Testing for Natural Language Processing SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
Understanding Factuality in Abstractive Summarization with FRANK: A
Benchmark for Factuality MetricsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
A Sliding-Window Approach to Automatic Creation of Meeting MinutesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
Improving Faithfulness in Abstractive Summarization with Contrast
Candidate Generation and SelectionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for
Text SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
What's in a Summary? Laying the Groundwork for Advances in
Hospital-Course SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
A New Approach to Overgenerating and Scoring Abstractive SummariesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
QuestEval: Summarization Asks for Fact-based EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
Play the Shannon Game With Language Models: A Human-Free Approach to
Summary EvaluationAAAI Conference on Artificial Intelligence (AAAI), 2021 |
Entity-level Factual Consistency of Abstractive Text SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
How to Evaluate a Summarizer: Study Design and Statistical Analysis for
Manual Linguistic Quality EvaluationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
GENIE: Toward Reproducible and Standardized Human Evaluation for Text
GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Daniel Khashabi Gabriel Stanovsky Jonathan Bragg Nicholas Lourie Jungo Kasai Yejin Choi Noah A. Smith Daniel S. Weld |
Robustness Gym: Unifying the NLP Evaluation LandscapeNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
How Domain Terminology Affects Meeting Summarization PerformanceInternational Conference on Computational Linguistics (COLING), 2020 |
Improving Zero and Few-Shot Abstractive Summarization with Intermediate
Fine-tuning and Data AugmentationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 |
Better Highlighting: Creating Sub-Sentence Summary HighlightsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |
What Have We Achieved on Text Summarization?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |
Corpora Evaluation and System Bias Detection in Multi-document
SummarizationFindings (Findings), 2020 |
F^2-Softmax: Diversifying Neural Text Generation via Frequency
Factorized SoftmaxConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 |
Noisy Self-Knowledge Distillation for Text SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 |
Learning to summarize from human feedbackNeural Information Processing Systems (NeurIPS), 2020 |
A Survey of Evaluation Metrics Used for NLG SystemsACM Computing Surveys (ACM CSUR), 2020 |
SummEval: Re-evaluating Summarization EvaluationTransactions of the Association for Computational Linguistics (TACL), 2020 |
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph
CompressionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020 |
Understanding Points of Correspondence between Sentences for Abstractive
SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 |
Improving Truthfulness of Headline GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 |
On Faithfulness and Factuality in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 |
Self-Supervised and Controlled Multi-Document Opinion SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 |