{"total":22,"rows":[{"id":"2209.01650","title":"ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining","created":"2022-09-04","cited_by_count":25,"area":null},{"id":"2406.03151","title":"Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation","created":"2024-06-05","cited_by_count":13,"area":null},{"id":"2409.19505","title":"The Nature of NLP: Analyzing Contributions in NLP Papers","created":"2024-09-29","cited_by_count":12,"area":null},{"id":"2402.01535","title":"An Empirical Analysis of Diversity in Argument Summarization","created":"2024-02-02","cited_by_count":9,"area":null},{"id":"2209.08966","title":"Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction","created":"2022-09-19","cited_by_count":7,"area":null},{"id":"2305.05334","title":"ArgU: A Controllable Factual Argument Generator","created":"2023-05-09","cited_by_count":7,"area":null},{"id":"2407.14049","title":"Prompted Aspect Key Point Analysis for Quantitative Review Summarization","created":"2024-07-19","cited_by_count":6,"area":null},{"id":"2305.16000","title":"Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation","created":"2023-05-25","cited_by_count":5,"area":null},{"id":"2404.11793","title":"Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric","created":"2024-04-17","cited_by_count":5,"area":null},{"id":"2404.11384","title":"Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning","created":"2024-04-17","cited_by_count":4,"area":null},{"id":"2503.00847","title":"Argument Summarization and its Evaluation in the Era of Large Language Models","created":"2025-03-02","cited_by_count":4,"area":null},{"id":"2505.22076","title":"ArgInstruct: Specialized Instruction Fine-Tuning for Computational Argumentation","created":"2025-05-28","cited_by_count":4,"area":null},{"id":"2508.19580","title":"ArgCMV: An Argument Summarization Benchmark for the LLM-era","created":"2025-08-27","cited_by_count":3,"area":null},{"id":"2312.00874","title":"Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining","created":"2023-12-01","cited_by_count":2,"area":null},{"id":"2404.18371","title":"QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond","created":"2024-04-29","cited_by_count":1,"area":null},{"id":"2412.12588","title":"PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization","created":"2024-12-17","cited_by_count":1,"area":null},{"id":"2212.12238","title":"From Judgement's Premises Towards Key Points","created":"2022-12-23","cited_by_count":0,"area":null},{"id":"2506.04020","title":"QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering","created":"2025-06-04","cited_by_count":0,"area":null},{"id":"2511.16985","title":"ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations","created":"2025-11-21","cited_by_count":0,"area":null},{"id":"2601.14944","title":"The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2605.12487","title":"Task-Adaptive Embedding Refinement via Test-time LLM Guidance","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2608.25854","title":"Key Point Analysis Needs Structure Recovery: Task Definition, Dataset Diagnosis, and a Structure-Aware Benchmark","created":"2026-08-26","cited_by_count":0,"area":null}],"next_cursor":null}