M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions May 26, 2024 Dialogue Generation Language Modeling
— Unverified 05W1H Extraction With Large Language Models May 25, 2024 Domain Adaptation Event Extraction
— Unverified 0A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks May 16, 2024 Code Generation Dialogue Generation
— Unverified 0Auto FAQ Generation May 13, 2024 Philosophy Question Generation
— Unverified 0Russian-Language Multimodal Dataset for Automatic Summarization of Scientific Papers May 13, 2024 Text Summarization
Code Code Available 0Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion May 8, 2024 Knowledge Graph Completion Multi-Task Learning
— Unverified 0MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization May 7, 2024 Domain Adaptation Text Summarization
Code Code Available 0Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations May 7, 2024 Text Summarization
— Unverified 0Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization May 3, 2024 Articles Document Summarization
— Unverified 0Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub' May 1, 2024 Information Retrieval Language Modelling
Code Code Available 0Capabilities of Gemini Models in Medicine Apr 29, 2024 In-Context Learning MedQA
— Unverified 0GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes Apr 28, 2024 Dimensionality Reduction feature selection
— Unverified 0Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation Apr 25, 2024 Text Summarization
Code Code Available 0BERT vs GPT for financial engineering Apr 24, 2024 Machine Translation Question Answering
— Unverified 0Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction Apr 22, 2024 Text Summarization
Code Code Available 1MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering Apr 19, 2024 Chatbot Domain Adaptation
— Unverified 0V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning Apr 18, 2024 Text Summarization Video Summarization
— Unverified 0Prompt-tuning for Clickbait Detection via Text Summarization Apr 17, 2024 Clickbait Detection Semantic Similarity
— Unverified 0AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts Apr 17, 2024 Deep Learning Hallucination
Code Code Available 0KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models Apr 15, 2024 Knowledge Graphs Text Generation
— Unverified 0Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions Apr 14, 2024 Question Answering Text Generation
— Unverified 0RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data Apr 11, 2024 Binary Classification Language Modeling
— Unverified 0Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy Apr 10, 2024 Machine Translation Text Summarization
Code Code Available 1Neural Sequence-to-Sequence Modeling with Attention by Leveraging Deep Learning Architectures for Enhanced Contextual Understanding in Abstractive Text Summarization Apr 8, 2024 Abstractive Text Summarization Information Retrieval
— Unverified 0FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping Apr 5, 2024 Attribute Hallucination
— Unverified 0On the Role of Summary Content Units in Text Summarization Evaluation Apr 2, 2024 Natural Language Inference Sentence
Code Code Available 0Hallucination Diversity-Aware Active Learning for Text Summarization Apr 2, 2024 Active Learning Diversity
— Unverified 0Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs Mar 29, 2024 CPU GPU
— Unverified 0Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction Mar 26, 2024 Grammatical Error Correction Machine Translation
— Unverified 0Improving Sequence-to-Sequence Models for Abstractive Text Summarization Using Meta Heuristic Approaches Mar 24, 2024 Abstractive Text Summarization Articles
— Unverified 0Optimal path for Biomedical Text Summarization Using Pointer GPT Mar 22, 2024 Text Summarization
— Unverified 0Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning Mar 19, 2024 Language Modeling Language Modelling
— Unverified 0Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization Mar 17, 2024 Articles Text Summarization
— Unverified 0TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Mar 15, 2024 Text Summarization
— Unverified 0Read between the lines -- Functionality Extraction From READMEs Mar 15, 2024 Code Summarization text2text-generation
— Unverified 0ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses Mar 14, 2024 Language Modeling Language Modelling
— Unverified 0SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models Mar 12, 2024 Math Mathematical Problem-Solving
Code Code Available 0Textual analysis of End User License Agreement for red-flagging potentially malicious software Mar 11, 2024 Ensemble Learning Text Summarization
— Unverified 0On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization Mar 9, 2024 Hallucination Text Summarization
Code Code Available 0German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset Mar 6, 2024 Hallucination In-Context Learning
Code Code Available 0A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Mar 5, 2024 Survey Text Summarization
— Unverified 0FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction Mar 4, 2024 Articles Natural Language Inference
Code Code Available 1VBART: The Turkish LLM Mar 2, 2024 Abstractive Text Summarization Question Answering
— Unverified 0Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries Mar 1, 2024 Attribute Text Summarization
Code Code Available 0Prompt Perturbation Consistency Learning for Robust Language Models Feb 24, 2024 Data Augmentation intent-classification
— Unverified 0FinBen: A Holistic Financial Benchmark for Large Language Models Feb 20, 2024 Question Answering RAG
Code Code Available 4TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization Feb 20, 2024 Hallucination News Summarization
Code Code Available 1Analysis of Multidomain Abstractive Summarization Using Salience Allocation Feb 19, 2024 Abstractive Text Summarization Articles
— Unverified 0BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Feb 18, 2024 GPU Question Answering
Code Code Available 1Investigating Consistency in Query-Based Meeting Summarization: A Comparative Study of Different Embedding Methods Feb 10, 2024 Articles Meeting Summarization
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