LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Sep 21, 2023 4k GPU
Code Code Available 6h2oGPT: Democratizing Large Language Models Jun 13, 2023 Chatbot Fairness
Code Code Available 6Long Document Summarization with Top-down and Bottom-up Inference Mar 15, 2022 Text Summarization
Code Code Available 6Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning May 23, 2025 Decoder Image Captioning
Code Code Available 4FinBen: A Holistic Financial Benchmark for Large Language Models Feb 20, 2024 Question Answering RAG
Code Code Available 4MTEB: Massive Text Embedding Benchmark Oct 13, 2022 Benchmarking Information Retrieval
Code Code Available 4Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Aug 21, 2022 Abstractive Text Summarization Decoder
Code Code Available 4A Survey of Large Language Models in Finance (FinLLMs) Feb 4, 2024 Named Entity Recognition (NER) Question Answering
Code Code Available 3NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist May 15, 2023 Controllable Language Modelling Dialogue Generation
Code Code Available 3Investigating Efficiently Extending Transformers for Long Input Summarization Aug 8, 2022 16k Long-range modeling
Code Code Available 3Attention Is All You Need Jun 12, 2017 Abstractive Text Summarization All
Code Code Available 3Differential Transformer Oct 7, 2024 Hallucination In-Context Learning
Code Code Available 2Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation Accuracy Dec 20, 2023 Language Modeling Language Modelling
Code Code Available 2BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks May 26, 2023 Image Captioning Medical Visual Question Answering
Code Code Available 2Towards a Unified Multi-Dimensional Evaluator for Text Generation Oct 13, 2022 nlg evaluation Question Answering
Code Code Available 2CoNT: Contrastive Neural Text Generation May 29, 2022 Code Comment Generation Comment Generation
Code Code Available 2BRIO: Bringing Order to Abstractive Summarization Mar 31, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 2Few-Shot Text Generation with Pattern-Exploiting Training Dec 22, 2020 Headline Generation text-classification
Code Code Available 2Abstractive Summarization of Spoken andWritten Instructions with BERT Aug 21, 2020 Abstractive Text Summarization Articles
Code Code Available 2PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Dec 18, 2019 Abstractive Text Summarization Decoder
Code Code Available 2MASS: Masked Sequence to Sequence Pre-training for Language Generation May 7, 2019 Conversational Response Generation Decoder
Code Code Available 2Improving large language models with concept-aware fine-tuning Jun 9, 2025 Protein Design Text Summarization
Code Code Available 1Curiosity-Driven Reinforcement Learning from Human Feedback Jan 20, 2025 Diversity Instruction Following
Code Code Available 1Large Language Models Reflect the Ideology of their Creators Oct 24, 2024 Question Answering Text Summarization
Code Code Available 1CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Oct 3, 2024 Abstractive Text Summarization Hallucination
Code Code Available 1MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions Oct 3, 2024 Code Generation Dialogue Generation
Code Code Available 1FineSurE: Fine-grained Summarization Evaluation using LLMs Jul 1, 2024 Benchmarking Hallucination
Code Code Available 1FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models Jun 23, 2024 Memorization Reading Comprehension
Code Code Available 1LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation Jun 18, 2024 GPU Natural Language Understanding
Code Code Available 1Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles Jun 18, 2024 Arithmetic Reasoning Code Generation
Code Code Available 1Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction Apr 22, 2024 Text Summarization
Code Code Available 1Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy Apr 10, 2024 Machine Translation Text Summarization
Code Code Available 1FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction Mar 4, 2024 Articles Natural Language Inference
Code Code Available 1TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization Feb 20, 2024 Hallucination News Summarization
Code Code Available 1BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Feb 18, 2024 GPU Question Answering
Code Code Available 1Personalized Language Modeling from Personalized Human Feedback Feb 6, 2024 Instruction Following Language Modeling
Code Code Available 1The Radiation Oncology NLP Database Jan 19, 2024 Language Modelling Large Language Model
Code Code Available 1Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Nov 28, 2023 Machine Translation Question Answering
Code Code Available 1DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines Nov 17, 2023 Language Modelling Large Language Model
Code Code Available 1Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Nov 15, 2023 Benchmarking Instruction Following
Code Code Available 1Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model Oct 18, 2023 Language Modeling Language Modelling
Code Code Available 1Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Sep 14, 2023 Domain Adaptation Text Summarization
Code Code Available 1AskIt: Unified Programming Interface for Programming with Large Language Models Aug 29, 2023 Code Generation Few-Shot Learning
Code Code Available 1Conformal Language Modeling Jun 16, 2023 Conformal Prediction Language Modeling
Code Code Available 1MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jun 7, 2023 Text Summarization Video Summarization
Code Code Available 1Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Jun 7, 2023 Diversity Image Captioning
Code Code Available 1Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Jun 7, 2023 Book summarization Text Summarization
Code Code Available 1Interactive Editing for Text Summarization Jun 5, 2023 Decoder Text Summarization
Code Code Available 1Preference-grounded Token-level Guidance for Language Model Fine-tuning Jun 1, 2023 Imitation Learning Language Modeling
Code Code Available 1A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
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