{"total":76,"rows":[{"id":"2104.02112","title":"Efficient Attentions for Long Document Summarization","created":"2021-04-05","cited_by_count":345,"area":null},{"id":"2109.10862","title":"Recursively Summarizing Books with Human Feedback","created":"2021-09-22","cited_by_count":290,"area":null},{"id":"2105.06762","title":"DialogSum: A Real-Life Scenario Dialogue Summarization Dataset","created":"2021-05-14","cited_by_count":183,"area":null},{"id":"2305.14930","title":"In-Context Impersonation Reveals Large Language Models' Strengths and Biases","created":"2023-05-24","cited_by_count":155,"area":null},{"id":"2207.00939","title":"An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics","created":"2022-07-03","cited_by_count":74,"area":null},{"id":"2110.10150","title":"Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents","created":"2021-10-16","cited_by_count":65,"area":null},{"id":"2102.00176","title":"Can We Automate Scientific Reviewing?","created":"2021-01-30","cited_by_count":63,"area":null},{"id":"2105.04371","title":"Poolingformer: Long Document Modeling with Pooling Attention","created":"2021-05-10","cited_by_count":60,"area":null},{"id":"2406.11289","title":"A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models","created":"2024-06-17","cited_by_count":52,"area":null},{"id":"2302.14502","title":"A Survey on Long Text Modeling with Transformers","created":"2023-02-28","cited_by_count":47,"area":null},{"id":"2304.04052","title":"Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder","created":"2023-04-08","cited_by_count":44,"area":null},{"id":"2203.07586","title":"Long Document Summarization with Top-down and Bottom-up Inference","created":"2022-03-15","cited_by_count":42,"area":null},{"id":"2202.00132","title":"Submodularity In Machine Learning and Artificial Intelligence","created":"2022-01-31","cited_by_count":38,"area":null},{"id":"2106.00130","title":"Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents","created":"2021-05-31","cited_by_count":33,"area":null},{"id":"2210.04126","title":"HEGEL: Hypergraph Transformer for Long Document Summarization","created":"2022-10-09","cited_by_count":28,"area":null},{"id":"2210.16422","title":"Toward Unifying Text Segmentation and Long Document Summarization","created":"2022-10-28","cited_by_count":28,"area":null},{"id":"2203.09629","title":"HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information","created":"2022-03-17","cited_by_count":26,"area":null},{"id":"2210.16732","title":"How Far are We from Robust Long Abstractive Summarization?","created":"2022-10-30","cited_by_count":25,"area":null},{"id":"2103.00751","title":"Long Document Summarization in a Low Resource Setting using Pretrained Language Models","created":"2021-03-01","cited_by_count":24,"area":null},{"id":"2105.03801","title":"Long-Span Summarization via Local Attention and Content Selection","created":"2021-05-08","cited_by_count":24,"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":"2109.04994","title":"Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization","created":"2021-09-10","cited_by_count":23,"area":null},{"id":"2105.12041","title":"BASS: Boosting Abstractive Summarization with Unified Semantic Graph","created":"2021-05-25","cited_by_count":21,"area":null},{"id":"2111.07533","title":"Automated scholarly paper review: Concepts, technologies, and challenges","created":"2021-11-15","cited_by_count":21,"area":null},{"id":"2109.10616","title":"Enriching and Controlling Global Semantics for Text Summarization","created":"2021-09-22","cited_by_count":20,"area":null},{"id":"2403.05303","title":"ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications","created":"2024-03-08","cited_by_count":20,"area":null},{"id":"2107.08929","title":"MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes","created":"2021-07-19","cited_by_count":19,"area":null},{"id":"2112.09925","title":"Word Graph Guided Summarization for Radiology Findings","created":"2021-12-18","cited_by_count":19,"area":null},{"id":"2410.02950","title":"LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences","created":"2024-10-03","cited_by_count":19,"area":null},{"id":"2206.07245","title":"An Extractive-and-Abstractive Framework for Source Code Summarization","created":"2022-06-15","cited_by_count":18,"area":null},{"id":"2210.12330","title":"Salience Allocation as Guidance for Abstractive Summarization","created":"2022-10-22","cited_by_count":14,"area":null},{"id":"2403.12415","title":"VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation","created":"2024-03-19","cited_by_count":14,"area":null},{"id":"2412.15249","title":"LitLLMs, LLMs for Literature Review: Are we there yet?","created":"2024-12-15","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":"2311.13541","title":"Linear Log-Normal Attention with Unbiased Concentration","created":"2023-11-22","cited_by_count":11,"area":null},{"id":"2108.06868","title":"Nowcasting-Nets: Deep Neural Network Structures for Precipitation Nowcasting Using IMERG","created":"2021-08-16","cited_by_count":10,"area":null},{"id":"2205.12476","title":"Leveraging Locality in Abstractive Text Summarization","created":"2022-05-25","cited_by_count":9,"area":null},{"id":"2211.10247","title":"GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state","created":"2022-11-18","cited_by_count":9,"area":null},{"id":"2305.17779","title":"Generating EDU Extracts for Plan-Guided Summary Re-Ranking","created":"2023-05-28","cited_by_count":9,"area":null},{"id":"2306.00177","title":"Contrastive Hierarchical Discourse Graph for Scientific Document Summarization","created":"2023-05-31","cited_by_count":9,"area":null},{"id":"2203.11425","title":"Towards Abstractive Grounded Summarization of Podcast Transcripts","created":"2022-03-22","cited_by_count":8,"area":null},{"id":"2306.12916","title":"Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation","created":"2023-06-22","cited_by_count":8,"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":"2507.05123","title":"An Evaluation of Large Language Models on Text Summarization Tasks Using Prompt Engineering Techniques","created":"2025-07-07","cited_by_count":7,"area":null},{"id":"2104.14860","title":"Summarization, Simplification, and Generation: The Case of Patents","created":"2021-04-30","cited_by_count":6,"area":null},{"id":"2212.04214","title":"Scientific Paper Extractive Summarization Enhanced by Citation Graphs","created":"2022-12-08","cited_by_count":5,"area":null},{"id":"2306.01169","title":"Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study","created":"2023-06-01","cited_by_count":5,"area":null},{"id":"2412.16882","title":"PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health","created":"2024-12-22","cited_by_count":5,"area":null},{"id":"2101.03553","title":"Summaformers @ LaySumm 20, LongSumm 20","created":"2021-01-10","cited_by_count":4,"area":null},{"id":"2105.06982","title":"EASE: Extractive-Abstractive Summarization with Explanations","created":"2021-05-14","cited_by_count":4,"area":null},{"id":"2211.09458","title":"Abstractive Summarization Guided by Latent Hierarchical Document Structure","created":"2022-11-17","cited_by_count":4,"area":null},{"id":"2507.03153","title":"HGCA: Hybrid GPU-CPU Attention for Long Context LLM Inference","created":"2025-07-03","cited_by_count":4,"area":null},{"id":"2104.08668","title":"Generating Related Work","created":"2021-04-18","cited_by_count":3,"area":null},{"id":"2208.03898","title":"DialogSum Challenge: Results of the Dialogue Summarization Shared Task","created":"2022-08-08","cited_by_count":3,"area":null},{"id":"2310.13469","title":"Ask Language Model to Clean Your Noisy Translation Data","created":"2023-10-20","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":"2109.10650","title":"MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization","created":"2021-09-22","cited_by_count":2,"area":null},{"id":"2305.14806","title":"AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content","created":"2023-05-24","cited_by_count":2,"area":null},{"id":"2307.01446","title":"On Conditional and Compositional Language Model Differentiable Prompting","created":"2023-07-04","cited_by_count":2,"area":null},{"id":"2402.11955","title":"Analysis of Multidomain Abstractive Summarization Using Salience Allocation","created":"2024-02-19","cited_by_count":2,"area":null},{"id":"2503.10354","title":"A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization","created":"2025-03-13","cited_by_count":2,"area":null},{"id":"2106.03953","title":"Neural Abstractive Unsupervised Summarization of Online News Discussions","created":"2021-06-07","cited_by_count":1,"area":null},{"id":"2106.10468","title":"A Condense-then-Select Strategy for Text Summarization","created":"2021-06-19","cited_by_count":1,"area":null},{"id":"2305.09877","title":"Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer -- A Case Study Using UCGIS GIS&T Body of Knowledge","created":"2023-05-17","cited_by_count":1,"area":null},{"id":"2502.19773","title":"Advancements in Natural Language Processing for Automatic Text Summarization","created":"2025-02-27","cited_by_count":1,"area":null},{"id":"2507.16922","title":"A Unifying Scheme for Extractive Content Selection Tasks","created":"2025-07-22","cited_by_count":1,"area":null},{"id":"2509.13357","title":"Semantic Fusion with Fuzzy-Membership Features for Controllable Language Modelling","created":"2025-09-14","cited_by_count":1,"area":null},{"id":"2509.16539","title":"Long document summarization using page specific target text alignment and distilling page importance","created":"2025-09-20","cited_by_count":1,"area":null},{"id":"2112.01660","title":"The Influence of Data Pre-processing and Post-processing on Long Document Summarization","created":"2021-12-03","cited_by_count":0,"area":null},{"id":"2204.09716","title":"Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization","created":"2022-04-06","cited_by_count":0,"area":null},{"id":"2306.01768","title":"A Quantitative Review on Language Model Efficiency Research","created":"2023-05-28","cited_by_count":0,"area":null},{"id":"2403.00126","title":"FAC$^2$E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition","created":"2024-02-29","cited_by_count":0,"area":null},{"id":"2409.11827","title":"Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework","created":"2024-09-18","cited_by_count":0,"area":null},{"id":"2511.03354","title":"Generative Artificial Intelligence in Bioinformatics: A Systematic Review of Models, Applications, and Methodological Advances","created":"2025-11-05","cited_by_count":0,"area":null},{"id":"2603.16131","title":"SciZoom: A Large-scale Benchmark for Hierarchical Scientific Summarization across the LLM Era","created":"2026-03-17","cited_by_count":0,"area":null},{"id":"2606.24188","title":"Aspect-Based Sentiment Evolution and its Correlation with Review Rounds in Multi-Round Peer Reviews: A Deep Learning Approach","created":"2026-06-23","cited_by_count":0,"area":null}],"next_cursor":null}