{"total":39,"rows":[{"id":"2208.00748","title":"Efficient Long-Text Understanding with Short-Text Models","created":"2022-08-01","cited_by_count":71,"area":null},{"id":"2311.09184","title":"Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization","created":"2023-11-15","cited_by_count":69,"area":null},{"id":"2205.11465","title":"SQuALITY: Building a Long-Document Summarization Dataset the Hard Way","created":"2022-05-23","cited_by_count":50,"area":null},{"id":"2404.03381","title":"Learning to Plan and Generate Text with Citations","created":"2024-04-04","cited_by_count":28,"area":null},{"id":"2212.09233","title":"OASum: Large-Scale Open Domain Aspect-based Summarization","created":"2022-12-19","cited_by_count":24,"area":null},{"id":"2112.11670","title":"Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization","created":"2021-12-22","cited_by_count":21,"area":null},{"id":"2209.10052","title":"Adapting Pretrained Text-to-Text Models for Long Text Sequences","created":"2022-09-21","cited_by_count":21,"area":null},{"id":"2212.10449","title":"Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization","created":"2022-12-20","cited_by_count":17,"area":null},{"id":"2305.15186","title":"SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation","created":"2023-05-24","cited_by_count":17,"area":null},{"id":"2304.03512","title":"Hierarchical Catalogue Generation for Literature Review: A Benchmark","created":"2023-04-07","cited_by_count":11,"area":null},{"id":"2402.16058","title":"Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression","created":"2024-02-25","cited_by_count":8,"area":null},{"id":"2302.05550","title":"PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream","created":"2023-02-10","cited_by_count":7,"area":null},{"id":"2305.06147","title":"CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia","created":"2023-03-31","cited_by_count":7,"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":"2306.06605","title":"Towards Diverse and Effective Question-Answer Pair Generation from Children Storybooks","created":"2023-06-11","cited_by_count":5,"area":null},{"id":"2212.01146","title":"SumREN: Summarizing Reported Speech about Events in News","created":"2022-12-02","cited_by_count":4,"area":null},{"id":"2305.12753","title":"Learning to Rank Utterances for Query-Focused Meeting Summarization","created":"2023-05-22","cited_by_count":4,"area":null},{"id":"2307.07586","title":"QontSum: On Contrasting Salient Content for Query-focused Summarization","created":"2023-07-14","cited_by_count":4,"area":null},{"id":"2406.03986","title":"On The Persona-based Summarization of Domain-Specific Documents","created":"2024-06-06","cited_by_count":4,"area":null},{"id":"2506.14580","title":"GenerationPrograms: Fine-grained Attribution with Executable Programs","created":"2025-06-17","cited_by_count":4,"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":"2212.08206","title":"Meeting Summarization: A Survey of the State of the Art","created":"2022-12-16","cited_by_count":3,"area":null},{"id":"2303.04487","title":"Query-Utterance Attention with Joint modeling for Query-Focused Meeting Summarization","created":"2023-03-08","cited_by_count":3,"area":null},{"id":"2411.00324","title":"Learning to Rank Salient Content for Query-focused Summarization","created":"2024-11-01","cited_by_count":3,"area":null},{"id":"2502.06617","title":"Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches","created":"2025-02-10","cited_by_count":3,"area":null},{"id":"2310.09411","title":"Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review","created":"2023-10-13","cited_by_count":2,"area":null},{"id":"2310.10981","title":"Instructive Dialogue Summarization with Query Aggregations","created":"2023-10-17","cited_by_count":2,"area":null},{"id":"2404.16411","title":"Label-Free Topic-Focused Summarization Using Query Augmentation","created":"2024-04-25","cited_by_count":2,"area":null},{"id":"2407.10486","title":"IDEAL: Leveraging Infinite and Dynamic Characterizations of Large Language Models for Query-focused Summarization","created":"2024-07-15","cited_by_count":2,"area":null},{"id":"2303.06230","title":"Generating Query Focused Summaries without Fine-tuning the Transformer-based Pre-trained Models","created":"2023-03-10","cited_by_count":1,"area":null},{"id":"2309.02105","title":"Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge","created":"2023-09-05","cited_by_count":1,"area":null},{"id":"2411.12460","title":"Exploring Iterative Controllable Summarization with Large Language Models","created":"2024-11-19","cited_by_count":1,"area":null},{"id":"2407.04125","title":"Query-Guided Self-Supervised Summarization of Nursing Notes","created":"2024-07-04","cited_by_count":0,"area":null},{"id":"2411.06524","title":"Does This Summary Answer My Question? Modeling Query-Focused Summary Readers with Rational Speech Acts","created":"2024-11-10","cited_by_count":0,"area":null},{"id":"2504.05420","title":"PreSumm: Predicting Summarization Performance Without Summarizing","created":"2025-04-07","cited_by_count":0,"area":null},{"id":"2606.08445","title":"Segment-level Tree Search for Long Meeting Document Summarization","created":"2026-06-07","cited_by_count":0,"area":null},{"id":"2607.11166","title":"Query-Focused Event Summarization: A Dataset and Benchmark","created":"2026-07-13","cited_by_count":0,"area":null},{"id":"2608.14457","title":"Information Satisfaction: A Reader-Centered Axis for Summarization Evaluation","created":"2026-08-14","cited_by_count":0,"area":null},{"id":"2609.25028","title":"Retrieved-Span Training for Efficient Query-Focused Meeting Summarization on QMSum","created":"2026-08-18","cited_by_count":0,"area":null}],"next_cursor":null}