{"total":26,"rows":[{"id":"2112.07637","title":"Exploring Neural Models for Query-Focused Summarization","created":"2021-12-14","cited_by_count":44,"area":null},{"id":"2111.06474","title":"AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization","created":"2021-11-11","cited_by_count":10,"area":null},{"id":"2305.13086","title":"LMGQS: A Large-scale Dataset for Query-focused Summarization","created":"2023-05-22","cited_by_count":9,"area":null},{"id":"2405.05109","title":"QFMTS: Generating Query-Focused Summaries over Multi-Table Inputs","created":"2024-05-08","cited_by_count":9,"area":null},{"id":"2109.07464","title":"AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark","created":"2021-09-15","cited_by_count":7,"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":"2211.16164","title":"Few-shot Query-Focused Summarization with Prefix-Merging","created":"2022-11-29","cited_by_count":5,"area":null},{"id":"2402.10554","title":"Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts","created":"2024-02-16","cited_by_count":5,"area":null},{"id":"2112.07536","title":"Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study","created":"2021-12-14","cited_by_count":4,"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":"2307.07586","title":"QontSum: On Contrasting Salient Content for Query-focused Summarization","created":"2023-07-14","cited_by_count":4,"area":null},{"id":"2307.07742","title":"SINC: Self-Supervised In-Context Learning for Vision-Language Tasks","created":"2023-07-15","cited_by_count":4,"area":null},{"id":"2602.11173","title":"Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review","created":"2026-01-19","cited_by_count":4,"area":null},{"id":"2110.08144","title":"milIE: Modular & Iterative Multilingual Open Information Extraction","created":"2021-10-15","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":"2302.01148","title":"Combining Deep Neural Reranking and Unsupervised Extraction for Multi-Query Focused Summarization","created":"2023-02-02","cited_by_count":2,"area":null},{"id":"2402.06973","title":"Event-Keyed Summarization","created":"2024-02-10","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":"2209.12714","title":"Text Summarization with Oracle Expectation","created":"2022-09-26","cited_by_count":1,"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":"2311.17514","title":"Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning","created":"2023-11-29","cited_by_count":1,"area":null},{"id":"2211.08386","title":"Generative Long-form Question Answering: Relevance, Faithfulness and Succinctness","created":"2022-11-15","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":"2509.11989","title":"Query-Focused Extractive Summarization for Sentiment Explanation","created":"2025-09-15","cited_by_count":0,"area":null}],"next_cursor":null}