{"total":246,"rows":[{"id":"2309.01219","title":"Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models","created":"2023-09-03","cited_by_count":698,"area":null},{"id":"2104.05938","title":"QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization","created":"2021-04-13","cited_by_count":365,"area":null},{"id":"2307.12856","title":"A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis","created":"2023-07-24","cited_by_count":353,"area":null},{"id":"2404.02060","title":"Long-context LLMs Struggle with Long In-context Learning","created":"2024-04-02","cited_by_count":286,"area":null},{"id":"2202.06935","title":"Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text","created":"2022-02-14","cited_by_count":155,"area":null},{"id":"2205.12854","title":"Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors","created":"2022-05-25","cited_by_count":104,"area":null},{"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":"2110.07356","title":"Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization","created":"2021-09-09","cited_by_count":76,"area":null},{"id":"2303.07284","title":"Align and Attend: Multimodal Summarization with Dual Contrastive Losses","created":"2023-03-13","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":"2306.07971","title":"XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models","created":"2023-06-13","cited_by_count":61,"area":"mllm"},{"id":"2210.12467","title":"ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts","created":"2022-10-22","cited_by_count":59,"area":null},{"id":"2304.04193","title":"Extractive Summarization via ChatGPT for Faithful Summary Generation","created":"2023-04-09","cited_by_count":59,"area":null},{"id":"2210.09932","title":"Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature","created":"2022-10-18","cited_by_count":55,"area":null},{"id":"2210.12563","title":"On the Limitations of Reference-Free Evaluations of Generated Text","created":"2022-10-22","cited_by_count":52,"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":"2107.03175","title":"A Survey on Dialogue Summarization: Recent Advances and New Frontiers","created":"2021-07-07","cited_by_count":51,"area":null},{"id":"2105.12544","title":"Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization","created":"2021-05-26","cited_by_count":46,"area":null},{"id":"2303.06574","title":"Diffusion Models for Non-autoregressive Text Generation: A Survey","created":"2023-03-12","cited_by_count":44,"area":"diffusion"},{"id":"2306.01248","title":"How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization?","created":"2023-06-02","cited_by_count":43,"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":"2210.13448","title":"EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain","created":"2022-10-24","cited_by_count":40,"area":null},{"id":"2110.08296","title":"ASPECTNEWS: Aspect-Oriented Summarization of News Documents","created":"2021-10-15","cited_by_count":37,"area":null},{"id":"2109.13070","title":"Controllable Neural Dialogue Summarization with Personal Named Entity Planning","created":"2021-09-27","cited_by_count":36,"area":null},{"id":"2202.09583","title":"Models and Datasets for Cross-Lingual Summarisation","created":"2022-02-19","cited_by_count":36,"area":null},{"id":"2105.00816","title":"What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization","created":"2021-04-12","cited_by_count":35,"area":null},{"id":"2111.11894","title":"TWEETSUMM -- A Dialog Summarization Dataset for Customer Service","created":"2021-11-23","cited_by_count":34,"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":"2401.08026","title":"JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims","created":"2024-01-16","cited_by_count":29,"area":null},{"id":"2210.04126","title":"HEGEL: Hypergraph Transformer for Long Document Summarization","created":"2022-10-09","cited_by_count":28,"area":null},{"id":"2108.13139","title":"CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization","created":"2021-08-30","cited_by_count":27,"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":"2203.14187","title":"Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization","created":"2022-03-27","cited_by_count":26,"area":null},{"id":"2305.01735","title":"DiffuSum: Generation Enhanced Extractive Summarization with Diffusion","created":"2023-05-02","cited_by_count":25,"area":null},{"id":"2203.10945","title":"AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization","created":"2022-03-21","cited_by_count":24,"area":null},{"id":"2210.07544","title":"Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation","created":"2022-10-14","cited_by_count":24,"area":null},{"id":"2102.06272","title":"Unsupervised Extractive Summarization using Pointwise Mutual Information","created":"2021-02-11","cited_by_count":23,"area":null},{"id":"2106.15876","title":"Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents","created":"2021-06-30","cited_by_count":23,"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":"2109.05812","title":"UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation","created":"2021-09-13","cited_by_count":23,"area":"distill"},{"id":"2407.12848","title":"Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization","created":"2024-07-06","cited_by_count":23,"area":null},{"id":"2204.02213","title":"EntSUM: A Data Set for Entity-Centric Summarization","created":"2022-04-05","cited_by_count":22,"area":null},{"id":"2301.09201","title":"SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis","created":"2023-01-22","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":"2108.12870","title":"Multiplex Graph Neural Network for Extractive Text Summarization","created":"2021-08-29","cited_by_count":19,"area":null},{"id":"2109.07943","title":"RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization","created":"2021-09-16","cited_by_count":19,"area":null},{"id":"2110.11207","title":"Topic-Guided Abstractive Multi-Document Summarization","created":"2021-10-21","cited_by_count":19,"area":null},{"id":"2206.05395","title":"Why is constrained neural language generation particularly challenging?","created":"2022-06-11","cited_by_count":19,"area":null},{"id":"2105.09601","title":"See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization","created":"2021-05-20","cited_by_count":18,"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":"2311.09212","title":"Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey","created":"2023-11-15","cited_by_count":18,"area":null},{"id":"2102.07298","title":"A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences","created":"2021-02-15","cited_by_count":17,"area":null},{"id":"2409.02413","title":"Abstractive Text Summarization: State of the Art, Challenges, and Improvements","created":"2024-09-04","cited_by_count":17,"area":null},{"id":"2106.11388","title":"How well do you know your summarization datasets?","created":"2021-06-21","cited_by_count":16,"area":null},{"id":"2110.07850","title":"End-to-End Segmentation-based News Summarization","created":"2021-10-15","cited_by_count":16,"area":null},{"id":"2406.01549","title":"An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation","created":"2024-06-03","cited_by_count":16,"area":"rag"},{"id":"2104.07064","title":"Is Everything in Order? A Simple Way to Order Sentences","created":"2021-04-14","cited_by_count":15,"area":null},{"id":"2112.06924","title":"Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing","created":"2021-12-13","cited_by_count":15,"area":null},{"id":"2201.07198","title":"Klexikon: A German Dataset for Joint Summarization and Simplification","created":"2022-01-18","cited_by_count":15,"area":null},{"id":"2312.04440","title":"OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization","created":"2023-12-07","cited_by_count":15,"area":null},{"id":"2104.03057","title":"Enhancing Scientific Papers Summarization with Citation Graph","created":"2021-04-07","cited_by_count":14,"area":null},{"id":"2106.00316","title":"LenAtten: An Effective Length Controlling Unit For Text Summarization","created":"2021-06-01","cited_by_count":14,"area":null},{"id":"2112.08770","title":"Proposition-Level Clustering for Multi-Document Summarization","created":"2021-12-16","cited_by_count":14,"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":"2209.00930","title":"Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization","created":"2022-09-02","cited_by_count":14,"area":null},{"id":"2110.01280","title":"Leveraging Information Bottleneck for Scientific Document Summarization","created":"2021-10-04","cited_by_count":13,"area":null},{"id":"2308.05502","title":"Bringing order into the realm of Transformer-based language models for artificial intelligence and law","created":"2023-08-10","cited_by_count":13,"area":null},{"id":"2209.14642","title":"A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection","created":"2022-09-29","cited_by_count":12,"area":null},{"id":"2306.04216","title":"MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos","created":"2023-06-07","cited_by_count":12,"area":null},{"id":"2105.14241","title":"Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning","created":"2021-05-29","cited_by_count":10,"area":null},{"id":"2110.01159","title":"TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts","created":"2021-10-04","cited_by_count":10,"area":null},{"id":"2208.09982","title":"GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization","created":"2022-08-21","cited_by_count":10,"area":null},{"id":"2310.18600","title":"MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments","created":"2023-10-28","cited_by_count":10,"area":null},{"id":"2104.06129","title":"What's in your Head? Emergent Behaviour in Multi-Task Transformer Models","created":"2021-04-13","cited_by_count":9,"area":null},{"id":"2112.01147","title":"CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization","created":"2021-12-02","cited_by_count":9,"area":null},{"id":"2112.08550","title":"Neural Content Extraction for Poster Generation of Scientific Papers","created":"2021-12-16","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":"2404.00594","title":"LexAbSumm: Aspect-based Summarization of Legal Decisions","created":"2024-03-31","cited_by_count":9,"area":null},{"id":"2101.11178","title":"Neural Sentence Ordering Based on Constraint Graphs","created":"2021-01-27","cited_by_count":8,"area":null},{"id":"2102.00385","title":"Contextualized Rewriting for Text Summarization","created":"2021-01-31","cited_by_count":8,"area":null},{"id":"2110.12645","title":"SgSum: Transforming Multi-document Summarization into Sub-graph Selection","created":"2021-10-25","cited_by_count":8,"area":null},{"id":"2201.01880","title":"Automatic Related Work Generation: A Meta Study","created":"2022-01-06","cited_by_count":8,"area":null},{"id":"2204.08263","title":"Factual Error Correction for Abstractive Summaries Using Entity Retrieval","created":"2022-04-18","cited_by_count":8,"area":null},{"id":"2204.10086","title":"OTExtSum: Extractive Text Summarisation with Optimal Transport","created":"2022-04-21","cited_by_count":8,"area":null},{"id":"2209.14569","title":"COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization","created":"2022-09-29","cited_by_count":8,"area":null},{"id":"2211.03229","title":"Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions","created":"2022-11-06","cited_by_count":8,"area":null},{"id":"2212.09750","title":"Human-in-the-loop Abstractive Dialogue Summarization","created":"2022-12-19","cited_by_count":8,"area":null},{"id":"2305.05858","title":"V\\=arta: A Large-Scale Headline-Generation Dataset for Indic Languages","created":"2023-05-10","cited_by_count":8,"area":null},{"id":"2306.05317","title":"CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models","created":"2023-06-08","cited_by_count":8,"area":null},{"id":"2310.13760","title":"Enhancing Abstractiveness of Summarization Models through Calibrated Distillation","created":"2023-10-20","cited_by_count":8,"area":"distill"},{"id":"2403.19317","title":"Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization","created":"2024-03-28","cited_by_count":8,"area":null},{"id":"2502.15592","title":"Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning","created":"2025-02-21","cited_by_count":8,"area":"synth"},{"id":"2603.11838","title":"DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining","created":"2026-03-12","cited_by_count":8,"area":null},{"id":"2106.03246","title":"Extractive Research Slide Generation Using Windowed Labeling Ranking","created":"2021-06-06","cited_by_count":7,"area":null},{"id":"2301.03252","title":"Active Learning for Abstractive Text Summarization","created":"2023-01-09","cited_by_count":7,"area":null},{"id":"2305.16259","title":"Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization","created":"2023-05-25","cited_by_count":7,"area":null},{"id":"2306.13968","title":"Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents","created":"2023-06-24","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}],"next_cursor":"100"}