Browse State-of-the-Art › Text Summarization › Papers, page 6
Text Summarization
Papers archive 2025-07-28
archive papers tagged: 1,340 · with a code link: 440 · where Syntology ran a sample: 84 (70 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (84 of 1,340 tagged: 70 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)
Page 6 of 14: papers 501 to 600 of 1,340, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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A BERT-Based Summarization approach for depression detection13 Sep 2024 0 repositories listed
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A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task10 Sep 2024 0 repositories listed
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Abstractive Text Summarization: State of the Art, Challenges, and Improvements4 Sep 2024 0 repositories listed
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Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback30 Aug 2024 0 repositories listed
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28 Aug 2024 0 repositories listed
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Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation27 Aug 2024 0 repositories listed
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Bidirectional Awareness Induction in Autoregressive Seq2Seq Models25 Aug 2024 0 repositories listed
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Using generative AI to support standardization work -- the case of 3GPP8 Aug 2024 0 repositories listed
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'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization7 Aug 2024 0 repositories listed
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L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization6 Aug 2024 0 repositories listed
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A Framework for Fine-Tuning LLMs using Heterogeneous Feedback5 Aug 2024 0 repositories listed
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Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs2 Aug 2024 0 repositories listed
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Reconsidering Degeneration of Token Embeddings with Definitions for Encoder-based Pre-trained Language Models2 Aug 2024 0 repositories listed
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Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation1 Aug 2024 0 repositories listed
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Automatic Pull Request Description Generation Using LLMs: A T5 Model Approach1 Aug 2024 0 repositories listed
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Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency31 Jul 2024 0 repositories listed
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PLANTS: A Novel Problem and Dataset for Summarization of Planning-Like (PL) Tasks18 Jul 2024 0 repositories listed
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Turning Generative Models Degenerate: The Power of Data Poisoning Attacks17 Jul 2024 0 repositories listed
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Tamil Language Computing: the Present and the Future11 Jul 2024 0 repositories listed
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A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches10 Jul 2024 0 repositories listed
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10 Jul 2024 0 repositories listed
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Large Language Models for Judicial Entity Extraction: A Comparative Study8 Jul 2024 0 repositories listed
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Query-Guided Self-Supervised Summarization of Nursing Notes4 Jul 2024 0 repositories listed
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An End-to-End Speech Summarization Using Large Language Model2 Jul 2024 0 repositories listed
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CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications2 Jul 2024 0 repositories listed
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A Comparative Study of Quality Evaluation Methods for Text Summarization30 Jun 2024 0 repositories listed
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Applying RLAIF for Code Generation with API-usage in Lightweight LLMs28 Jun 2024 0 repositories listed
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Discrete Diffusion Language Model for Long Text Summarization25 Jun 2024 0 repositories listed
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Enhancing Scientific Figure Captioning Through Cross-modal Learning24 Jun 2024 0 repositories listed
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Factual Dialogue Summarization via Learning from Large Language Models20 Jun 2024 0 repositories listed
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The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts20 Jun 2024 0 repositories listed
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A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models17 Jun 2024 0 repositories listed
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Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions16 Jun 2024 0 repositories listed
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Improving Autoregressive Training with Dynamic Oracles13 Jun 2024 0 repositories listed
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Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART11 Jun 2024 0 repositories listed
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Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts8 Jun 2024 0 repositories listed
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Key-Element-Informed sLLM Tuning for Document Summarization7 Jun 2024 0 repositories listed
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Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning1 Jun 2024 0 repositories listed
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Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization1 Jun 2024 0 repositories listed
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Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models29 May 2024 0 repositories listed
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Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF29 May 2024 0 repositories listed
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RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language Models28 May 2024 0 repositories listed
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M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions26 May 2024 0 repositories listed
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5W1H Extraction With Large Language Models25 May 2024 0 repositories listed
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A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks16 May 2024 0 repositories listed
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Auto FAQ Generation13 May 2024 0 repositories listed
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Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion8 May 2024 0 repositories listed
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Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations7 May 2024 0 repositories listed
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Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization3 May 2024 0 repositories listed
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29 Apr 2024 0 repositories listed
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GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes28 Apr 2024 0 repositories listed
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BERT vs GPT for financial engineering24 Apr 2024 0 repositories listed
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MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering19 Apr 2024 0 repositories listed
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V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning18 Apr 2024 0 repositories listed
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Prompt-tuning for Clickbait Detection via Text Summarization17 Apr 2024 0 repositories listed
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KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models15 Apr 2024 0 repositories listed
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Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions14 Apr 2024 0 repositories listed
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RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data11 Apr 2024 0 repositories listed
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Neural Sequence-to-Sequence Modeling with Attention by Leveraging Deep Learning Architectures for Enhanced Contextual Understanding in Abstractive Text Summarization8 Apr 2024 0 repositories listed
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FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping5 Apr 2024 0 repositories listed
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Hallucination Diversity-Aware Active Learning for Text Summarization2 Apr 2024 0 repositories listed
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Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs29 Mar 2024 0 repositories listed
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Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction26 Mar 2024 0 repositories listed
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Improving Sequence-to-Sequence Models for Abstractive Text Summarization Using Meta Heuristic Approaches24 Mar 2024 0 repositories listed
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Optimal path for Biomedical Text Summarization Using Pointer GPT22 Mar 2024 0 repositories listed
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Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning19 Mar 2024 0 repositories listed
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Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization17 Mar 2024 0 repositories listed
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Read between the lines -- Functionality Extraction From READMEs15 Mar 2024 0 repositories listed
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TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale15 Mar 2024 0 repositories listed
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ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses14 Mar 2024 0 repositories listed
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Textual analysis of End User License Agreement for red-flagging potentially malicious software11 Mar 2024 0 repositories listed
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A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods5 Mar 2024 0 repositories listed
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VBART: The Turkish LLM2 Mar 2024 0 repositories listed
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Prompt Perturbation Consistency Learning for Robust Language Models24 Feb 2024 0 repositories listed
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Analysis of Multidomain Abstractive Summarization Using Salience Allocation19 Feb 2024 0 repositories listed
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Investigating Consistency in Query-Based Meeting Summarization: A Comparative Study of Different Embedding Methods10 Feb 2024 0 repositories listed
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RankSum An unsupervised extractive text summarization based on rank fusion7 Feb 2024 0 repositories listed
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Graph Neural Network and NER-Based Text Summarization5 Feb 2024 0 repositories listed
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A Hybrid Strategy for Chat Transcript Summarization2 Feb 2024 0 repositories listed
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Identifying False Content and Hate Speech in Sinhala YouTube Videos by Analyzing the Audio30 Jan 2024 0 repositories listed
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PRE: A Peer Review Based Large Language Model Evaluator28 Jan 2024 0 repositories listed
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Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions16 Jan 2024 0 repositories listed
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1 Jan 2024 0 repositories listed
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PersianLLaMA: Towards Building First Persian Large Language Model25 Dec 2023 0 repositories listed
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Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models22 Dec 2023 0 repositories listed
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Cross-Domain Robustness of Transformer-based Keyphrase Generation17 Dec 2023 0 repositories listed
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Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization10 Dec 2023 0 repositories listed
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Nash Learning from Human Feedback1 Dec 2023 0 repositories listed
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ChatGPT Application In Summarizing An Evolution Of Deep Learning Techniques In Imaging: A Qualitative Study26 Nov 2023 0 repositories listed
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Responsible AI Considerations in Text Summarization Research: A Review of Current Practices18 Nov 2023 0 repositories listed
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Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization16 Nov 2023 0 repositories listed
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Legal-HNet: Mixing Legal Long-Context Tokens with Hartley Transform9 Nov 2023 0 repositories listed
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7 Nov 2023 0 repositories listed
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FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM5 Nov 2023 0 repositories listed
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An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology3 Nov 2023 0 repositories listed
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The Impact of Preference Agreement in Reinforcement Learning from Human Feedback: A Case Study in Summarization2 Nov 2023 0 repositories listed
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Herd: Using multiple, smaller LLMs to match the performances of proprietary, large LLMs via an intelligent composer30 Oct 2023 0 repositories listed
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Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs30 Oct 2023 0 repositories listed
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Prevalence and prevention of large language model use in crowd work24 Oct 2023 0 repositories listed
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A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare23 Oct 2023 0 repositories listed