Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics Jan 25, 2024 Abstractive Text Summarization
— Unverified Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias Jan 3, 2024 Abstractive Text Summarization Decoder
Code Code Available Cross-Domain Robustness of Transformer-based Keyphrase Generation Dec 17, 2023 Abstractive Text Summarization Keyphrase Extraction
— Unverified ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks Dec 14, 2023 Abstractive Text Summarization Code Generation
Code Code Available Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization Dec 10, 2023 Abstractive Text Summarization Diversity
— Unverified FREDSum: A Dialogue Summarization Corpus for French Political Debates Dec 8, 2023 Abstractive Text Summarization Decoder
Code Code Available Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models? Dec 1, 2023 Abstractive Text Summarization Decision Making
— Unverified AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation Nov 16, 2023 Abstractive Text Summarization Natural Language Inference
Code Code Available Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization Nov 15, 2023 Abstractive Text Summarization Hallucination
Code Code Available Fair Abstractive Summarization of Diverse Perspectives Nov 14, 2023 Abstractive Text Summarization Fairness
Code Code Available GreekT5: A Series of Greek Sequence-to-Sequence Models for News Summarization Nov 13, 2023 Abstractive Text Summarization Articles
Code Code Available Controllable Topic-Focused Abstractive Summarization Nov 12, 2023 Abstractive Text Summarization
— Unverified Legal-HNet: Mixing Legal Long-Context Tokens with Hartley Transform Nov 9, 2023 Abstractive Text Summarization Decoder
— Unverified Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature Oct 24, 2023 Abstractive Text Summarization Information Retrieval
Code Code Available Correction with Backtracking Reduces Hallucination in Summarization Oct 24, 2023 Abstractive Text Summarization Hallucination
Code Code Available Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation Oct 23, 2023 Abstractive Text Summarization Dialogue Generation
Code Code Available PartialFormer: Modeling Part Instead of Whole for Machine Translation Oct 23, 2023 Abstractive Text Summarization Machine Translation
Code Code Available Enhancing Abstractiveness of Summarization Models through Calibrated Distillation Oct 20, 2023 Abstractive Text Summarization Informativeness
— Unverified On Context Utilization in Summarization with Large Language Models Oct 16, 2023 Abstractive Text Summarization Position
Code Code Available Metric Ensembles For Hallucination Detection Oct 16, 2023 Abstractive Text Summarization Hallucination
— Unverified KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Oct 13, 2023 Abstractive Text Summarization Hallucination
Code Code Available Calibrating Likelihoods towards Consistency in Summarization Models Oct 12, 2023 Abstractive Text Summarization Natural Language Inference
— Unverified Teaching Language Models to Hallucinate Less with Synthetic Tasks Oct 10, 2023 Abstractive Text Summarization Hallucination
— Unverified Abstractive Summarization of Large Document Collections Using GPT Oct 9, 2023 Abstractive Text Summarization Chunking
— Unverified Improving Summarization with Human Edits Oct 9, 2023 Abstractive Text Summarization
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