{"total":23,"rows":[{"id":"2110.08168","title":"DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization","created":"2021-10-15","cited_by_count":34,"area":null},{"id":"2205.02170","title":"Efficient Few-Shot Fine-Tuning for Opinion Summarization","created":"2022-05-04","cited_by_count":16,"area":null},{"id":"2209.12613","title":"Factual and Informative Review Generation for Explainable Recommendation","created":"2022-09-12","cited_by_count":14,"area":null},{"id":"2205.01889","title":"Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness","created":"2022-05-04","cited_by_count":13,"area":null},{"id":"2310.18122","title":"OpinSummEval: Revisiting Automated Evaluation for Opinion Summarization","created":"2023-10-27","cited_by_count":13,"area":null},{"id":"2402.00322","title":"Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias","created":"2024-02-01","cited_by_count":12,"area":null},{"id":"2211.05007","title":"Discord Questions: A Computational Approach To Diversity Analysis in News Coverage","created":"2022-11-09","cited_by_count":11,"area":null},{"id":"2310.13340","title":"Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets","created":"2023-10-20","cited_by_count":10,"area":null},{"id":"2206.01543","title":"Beyond Opinion Mining: Summarizing Opinions of Customer Reviews","created":"2022-06-03","cited_by_count":9,"area":null},{"id":"2306.16526","title":"Shilling Black-box Review-based Recommender Systems through Fake Review Generation","created":"2023-06-27","cited_by_count":8,"area":null},{"id":"2305.11603","title":"Attributable and Scalable Opinion Summarization","created":"2023-05-19","cited_by_count":6,"area":null},{"id":"2209.07496","title":"Unsupervised Opinion Summarization Using Approximate Geodesics","created":"2022-09-15","cited_by_count":5,"area":null},{"id":"2509.00285","title":"OpinioRAG: Towards Generating User-Centric Opinion Highlights from Large-scale Online Reviews","created":"2025-08-30","cited_by_count":4,"area":null},{"id":"2501.17191","title":"Decomposed Opinion Summarization with Verified Aspect-Aware Modules","created":"2025-01-27","cited_by_count":3,"area":null},{"id":"2204.07551","title":"Summarization with Graphical Elements","created":"2022-04-15","cited_by_count":2,"area":null},{"id":"2404.01706","title":"Polarity Calibration for Opinion Summarization","created":"2024-04-02","cited_by_count":2,"area":null},{"id":"2506.09917","title":"Aspect-Based Opinion Summarization with Argumentation Schemes","created":"2025-06-11","cited_by_count":2,"area":null},{"id":"2508.17610","title":"Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions","created":"2025-08-25","cited_by_count":2,"area":null},{"id":"2307.14305","title":"Automatically Evaluating Opinion Prevalence in Opinion Summarization","created":"2023-07-26","cited_by_count":1,"area":null},{"id":"2406.10886","title":"Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM","created":"2024-06-16","cited_by_count":1,"area":null},{"id":"2410.13037","title":"LFOSum: Summarizing Long-form Opinions with Large Language Models","created":"2024-10-16","cited_by_count":1,"area":null},{"id":"2502.14335","title":"Information Types in Product Reviews","created":"2025-02-20","cited_by_count":0,"area":null},{"id":"2509.26103","title":"End-to-End Aspect-Guided Review Summarization at Scale","created":"2025-09-30","cited_by_count":0,"area":null}],"next_cursor":null}