{"total":25,"rows":[{"id":"2403.02901","title":"A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods","created":"2024-03-05","cited_by_count":102,"area":null},{"id":"2405.10542","title":"Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset","created":"2024-05-17","cited_by_count":23,"area":null},{"id":"2311.09212","title":"Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey","created":"2023-11-15","cited_by_count":18,"area":null},{"id":"2204.04362","title":"Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization","created":"2022-04-09","cited_by_count":14,"area":null},{"id":"2205.13190","title":"Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions","created":"2022-05-26","cited_by_count":13,"area":null},{"id":"2308.04813","title":"CLEVA: Chinese Language Models EVAluation Platform","created":"2023-08-09","cited_by_count":13,"area":null},{"id":"2409.14195","title":"The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends","created":"2024-09-21","cited_by_count":11,"area":null},{"id":"2401.15496","title":"Baichuan2-Sum: Instruction Finetune Baichuan2-7B Model for Dialogue Summarization","created":"2024-01-27","cited_by_count":7,"area":null},{"id":"2410.13667","title":"ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization","created":"2024-10-17","cited_by_count":6,"area":null},{"id":"2509.20461","title":"Document Summarization with Conformal Importance Guarantees","created":"2025-09-24","cited_by_count":6,"area":null},{"id":"2301.12376","title":"Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality","created":"2023-01-29","cited_by_count":5,"area":null},{"id":"2504.08024","title":"Summarizing Speech: A Comprehensive Survey","created":"2025-04-10","cited_by_count":5,"area":null},{"id":"2307.12371","title":"PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization","created":"2023-07-23","cited_by_count":4,"area":null},{"id":"2310.16810","title":"Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals","created":"2023-10-25","cited_by_count":4,"area":null},{"id":"2403.09167","title":"Dial-insight: Fine-tuning Large Language Models with High-Quality Domain-Specific Data Preventing Capability Collapse","created":"2024-03-14","cited_by_count":4,"area":null},{"id":"2510.06677","title":"Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback","created":"2025-10-08","cited_by_count":4,"area":null},{"id":"2210.09894","title":"Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions","created":"2022-10-18","cited_by_count":3,"area":null},{"id":"2212.07112","title":"DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog","created":"2022-12-14","cited_by_count":3,"area":null},{"id":"2310.20479","title":"Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users","created":"2023-10-31","cited_by_count":3,"area":null},{"id":"2411.04585","title":"The State and Fate of Summarization Datasets: A Survey","created":"2024-11-07","cited_by_count":3,"area":null},{"id":"2311.11103","title":"Responsible AI Considerations in Text Summarization Research: A Review of Current Practices","created":"2023-11-18","cited_by_count":2,"area":null},{"id":"2305.12441","title":"A Pilot Study on Dialogue-Level Dependency Parsing for Chinese","created":"2023-05-21","cited_by_count":1,"area":null},{"id":"2505.08463","title":"RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models","created":"2025-05-13","cited_by_count":1,"area":null},{"id":"2505.12474","title":"What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization","created":"2025-05-18","cited_by_count":1,"area":null},{"id":"2604.17188","title":"Beyond Overlap Metrics: Rewarding Reasoning and Preferences for Faithful Multi-Role Dialogue Summarization","created":"2026-04-19","cited_by_count":0,"area":null}],"next_cursor":null}