{"total":47,"rows":[{"id":"2106.13822","title":"XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages","created":"2021-06-25","cited_by_count":347,"area":null},{"id":"2205.12854","title":"Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors","created":"2022-05-25","cited_by_count":104,"area":null},{"id":"2207.00939","title":"An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics","created":"2022-07-03","cited_by_count":74,"area":null},{"id":"2202.00132","title":"Submodularity In Machine Learning and Artificial Intelligence","created":"2022-01-31","cited_by_count":38,"area":null},{"id":"2112.04139","title":"Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand","created":"2021-12-08","cited_by_count":32,"area":null},{"id":"2210.01877","title":"Towards Improving Faithfulness in Abstractive Summarization","created":"2022-10-04","cited_by_count":27,"area":null},{"id":"2204.09890","title":"Spurious Correlations in Reference-Free Evaluation of Text Generation","created":"2022-04-21","cited_by_count":26,"area":null},{"id":"2204.09867","title":"A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation","created":"2022-04-21","cited_by_count":25,"area":null},{"id":"2105.03801","title":"Long-Span Summarization via Local Attention and Content Selection","created":"2021-05-08","cited_by_count":24,"area":null},{"id":"2109.04994","title":"Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization","created":"2021-09-10","cited_by_count":23,"area":null},{"id":"2403.05303","title":"ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications","created":"2024-03-08","cited_by_count":20,"area":null},{"id":"2112.09925","title":"Word Graph Guided Summarization for Radiology Findings","created":"2021-12-18","cited_by_count":19,"area":null},{"id":"2206.07245","title":"An Extractive-and-Abstractive Framework for Source Code Summarization","created":"2022-06-15","cited_by_count":18,"area":null},{"id":"2409.02413","title":"Abstractive Text Summarization: State of the Art, Challenges, and Improvements","created":"2024-09-04","cited_by_count":17,"area":null},{"id":"2305.08566","title":"NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist","created":"2023-05-15","cited_by_count":16,"area":null},{"id":"2209.10492","title":"Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees","created":"2022-09-21","cited_by_count":14,"area":null},{"id":"2210.12330","title":"Salience Allocation as Guidance for Abstractive Summarization","created":"2022-10-22","cited_by_count":14,"area":null},{"id":"2203.08257","title":"Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization","created":"2022-03-15","cited_by_count":13,"area":null},{"id":"2305.17627","title":"Robust Natural Language Understanding with Residual Attention Debiasing","created":"2023-05-28","cited_by_count":10,"area":null},{"id":"2102.00385","title":"Contextualized Rewriting for Text Summarization","created":"2021-01-31","cited_by_count":8,"area":null},{"id":"2203.11425","title":"Towards Abstractive Grounded Summarization of Podcast Transcripts","created":"2022-03-22","cited_by_count":8,"area":null},{"id":"2305.19271","title":"Concise Answers to Complex Questions: Summarization of Long-form Answers","created":"2023-05-30","cited_by_count":7,"area":null},{"id":"2204.03734","title":"MHMS: Multimodal Hierarchical Multimedia Summarization","created":"2022-04-07","cited_by_count":6,"area":null},{"id":"2210.04722","title":"Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment","created":"2022-10-10","cited_by_count":6,"area":null},{"id":"2301.00867","title":"Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order","created":"2023-01-02","cited_by_count":6,"area":null},{"id":"2109.08565","title":"Exploring Multitask Learning for Low-Resource AbstractiveSummarization","created":"2021-09-17","cited_by_count":5,"area":null},{"id":"2105.06982","title":"EASE: Extractive-Abstractive Summarization with Explanations","created":"2021-05-14","cited_by_count":4,"area":null},{"id":"2210.14257","title":"Revision for Concision: A Constrained Paraphrase Generation Task","created":"2022-10-25","cited_by_count":4,"area":null},{"id":"2109.03888","title":"Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems","created":"2021-09-08","cited_by_count":3,"area":null},{"id":"2111.03284","title":"Dialogue Inspectional Summarization with Factual Inconsistency Awareness","created":"2021-11-05","cited_by_count":3,"area":null},{"id":"2207.05948","title":"A General Contextualized Rewriting Framework for Text Summarization","created":"2022-07-13","cited_by_count":3,"area":null},{"id":"2210.14260","title":"Universal Evasion Attacks on Summarization Scoring","created":"2022-10-25","cited_by_count":2,"area":null},{"id":"2402.11955","title":"Analysis of Multidomain Abstractive Summarization Using Salience Allocation","created":"2024-02-19","cited_by_count":2,"area":null},{"id":"2402.17008","title":"Benchmarking LLMs on the Semantic Overlap Summarization Task","created":"2024-02-26","cited_by_count":2,"area":null},{"id":"2503.08454","title":"Stick to Facts: Towards Fidelity-oriented Product Description Generation","created":"2025-03-11","cited_by_count":2,"area":null},{"id":"2104.09500","title":"Transductive Learning for Abstractive News Summarization","created":"2021-04-17","cited_by_count":1,"area":null},{"id":"2106.10468","title":"A Condense-then-Select Strategy for Text Summarization","created":"2021-06-19","cited_by_count":1,"area":null},{"id":"2108.08010","title":"CUSTOM: Aspect-Oriented Product Summarization for E-Commerce","created":"2021-08-18","cited_by_count":1,"area":null},{"id":"2112.07583","title":"Reinforcing Semantic-Symmetry for Document Summarization","created":"2021-12-14","cited_by_count":0,"area":null},{"id":"2112.09572","title":"Topic-Aware Encoding for Extractive Summarization","created":"2021-12-17","cited_by_count":0,"area":null},{"id":"2201.05294","title":"Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark","created":"2022-01-14","cited_by_count":0,"area":null},{"id":"2302.01342","title":"Curriculum-Guided Abstractive Summarization","created":"2023-02-02","cited_by_count":0,"area":null},{"id":"2310.15015","title":"Leveraging Deep Learning for Abstractive Code Summarization of Unofficial Documentation","created":"2023-10-23","cited_by_count":0,"area":null},{"id":"2406.05361","title":"Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization","created":"2024-06-08","cited_by_count":0,"area":null},{"id":"2409.11827","title":"Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework","created":"2024-09-18","cited_by_count":0,"area":null},{"id":"2511.11669","title":"H-Model: Dynamic Neural Architectures for Adaptive Processing","created":"2025-11-11","cited_by_count":0,"area":null},{"id":"2512.24410","title":"Comparing Approaches to Automatic Summarization in Less-Resourced Languages","created":"2025-12-30","cited_by_count":0,"area":null}],"next_cursor":null}