LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification Jul 15, 2025 Language Modeling Language Modelling
— Unverified 0On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention Jun 11, 2025 Text Summarization
Code Code Available 0Improving large language models with concept-aware fine-tuning Jun 9, 2025 Protein Design Text Summarization
Code Code Available 1MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection May 29, 2025 image-classification Image Classification
— Unverified 0APE: A Data-Centric Benchmark for Efficient LLM Adaptation in Text Summarization May 26, 2025 GPU News Summarization
Code Code Available 0FiLLM -- A Filipino-optimized Large Language Model based on Southeast Asia Large Language Model (SEALLM) May 25, 2025 Dependency Parsing Language Modeling
— Unverified 0Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning May 23, 2025 Decoder Image Captioning
Code Code Available 4A Structured Literature Review on Traditional Approaches in Current Natural Language Processing May 19, 2025 Relation Extraction Survey
— Unverified 0Multimodal Survival Modeling in the Age of Foundation Models May 12, 2025 Hallucination Survival Prediction
Code Code Available 0A Split-then-Join Approach to Abstractive Summarization for Very Long Documents in a Low Resource Setting May 11, 2025 Abstractive Text Summarization Text Summarization
Code Code Available 0Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation May 10, 2025 Text Summarization
— Unverified 0SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation May 4, 2025 Hallucination Text Summarization
— Unverified 0OODTE: A Differential Testing Engine for the ONNX Optimizer May 3, 2025 object-detection Object Detection
— Unverified 0Multi-agents based User Values Mining for Recommendation May 2, 2025 Hallucination Recommendation Systems
— Unverified 0PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding May 2, 2025 Code Generation Language Modeling
— Unverified 0ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs Apr 23, 2025 Decision Making Knowledge Graphs
Code Code Available 0Automatic Text Summarization (ATS) for Research Documents in Sorani Kurdish Apr 20, 2025 Language Modeling Language Modelling
— Unverified 0Cost-Efficient LLM Serving in the Cloud: VM Selection with KV Cache Offloading Apr 16, 2025 GPU Text Summarization
Code Code Available 0Summarizing Speech: A Comprehensive Survey Apr 10, 2025 Meeting Summarization speech-recognition
— Unverified 0DeepSeek vs. o3-mini: How Well can Reasoning LLMs Evaluate MT and Summarization? Apr 10, 2025 Machine Translation nlg evaluation
— Unverified 0SWI: Speaking with Intent in Large Language Models Mar 27, 2025 Mathematical Reasoning Question Answering
Code Code Available 0Comprehensive Manuscript Assessment with Text Summarization Using 69707 articles Mar 26, 2025 Articles Text Summarization
— Unverified 0Summarization Metrics for Spanish and Basque: Do Automatic Scores and LLM-Judges Correlate with Humans? Mar 21, 2025 Articles Text Summarization
— Unverified 0A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization Mar 13, 2025 Abstractive Text Summarization Document Summarization
— Unverified 0ARLED: Leveraging LED-based ARMAN Model for Abstractive Summarization of Persian Long Documents Mar 13, 2025 Abstractive Text Summarization Articles
— Unverified 0Beyond One-Size-Fits-All Summarization: Customizing Summaries for Diverse Users Mar 10, 2025 All Text Summarization
— Unverified 0A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization Mar 10, 2025 Text Summarization
— Unverified 0LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations Mar 8, 2025 Articles Prompt Engineering
Code Code Available 0SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? Mar 8, 2025 Text Summarization
Code Code Available 0Iterative Value Function Optimization for Guided Decoding Mar 4, 2025 Decision Making Instruction Following
— Unverified 0DUAL: Diversity and Uncertainty Active Learning for Text Summarization Mar 2, 2025 Active Learning Diversity
Code Code Available 0Advancements in Natural Language Processing for Automatic Text Summarization Feb 27, 2025 Abstractive Text Summarization Extractive Summarization
— Unverified 0CNsum:Automatic Summarization for Chinese News Text Feb 27, 2025 Text Summarization
— Unverified 0Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets Feb 26, 2025 Information Retrieval Text Summarization
— Unverified 0BRIDO: Bringing Democratic Order to Abstractive Summarization Feb 25, 2025 Abstractive Text Summarization Contrastive Learning
— Unverified 0Behavioral Analysis of Information Salience in Large Language Models Feb 20, 2025 Text Summarization
Code Code Available 0SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation Feb 19, 2025 Conditional Text Generation Data-to-Text Generation
— Unverified 0The geometry of BERT Feb 17, 2025 Question Answering Text Summarization
— Unverified 0Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available 0What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations Feb 12, 2025 Text Summarization Video Summarization
Code Code Available 0ChallengeMe: An Adversarial Learning-enabled Text Summarization Framework Feb 7, 2025 Hallucination Specificity
— Unverified 0Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications Feb 2, 2025 Data Visualization text-classification
Code Code Available 0Zero-shot Large Language Models for Long Clinical Text Summarization with Temporal Reasoning Jan 30, 2025 Decision Making Text Summarization
— Unverified 0Unraveling the Capabilities of Language Models in News Summarization Jan 30, 2025 Benchmarking Few-Shot Learning
Code Code Available 0Can summarization approximate simplification? A gold standard comparison Jan 27, 2025 Abstractive Text Summarization Text Summarization
— Unverified 0Towards Explainable Multimodal Depression Recognition for Clinical Interviews Jan 27, 2025 Decision Making Depression Detection
Code Code Available 0How Green are Neural Language Models? Analyzing Energy Consumption in Text Summarization Fine-tuning Jan 26, 2025 Language Modeling Language Modelling
— Unverified 0Abstractive Text Summarization for Bangla Language Using NLP and Machine Learning Approaches Jan 25, 2025 Abstractive Text Summarization Text Summarization
— Unverified 0A Rate-Distortion Framework for Summarization Jan 22, 2025 Text Summarization
— Unverified 0Curiosity-Driven Reinforcement Learning from Human Feedback Jan 20, 2025 Diversity Instruction Following
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