To Adapt or to Fine-tune: A Case Study on Abstractive Summarization Aug 30, 2022 Abstractive Text Summarization Language Modeling
Code Code Available Forming Trees with Treeformers Jul 14, 2022 Abstractive Text Summarization Inductive Bias
— Unverified Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Jul 7, 2022 Abstractive Text Summarization Language Modeling
Code Code Available Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Jul 5, 2022 Abstractive Text Summarization
— Unverified DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles Jul 1, 2022 Abstractive Text Summarization Articles
— Unverified Jointly Learning Guidance Induction and Faithful Summary Generation via Conditional Variational Autoencoders Jul 1, 2022 Abstractive Text Summarization
— Unverified Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net Jul 1, 2022 Abstractive Text Summarization Text Summarization
— Unverified Few-shot fine-tuning SOTA summarization models for medical dialogues Jul 1, 2022 Abstractive Text Summarization Few-Shot Learning
— Unverified 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Indian Legal Text Summarization: A Text Normalisation-based Approach Jun 13, 2022 Abstractive Text Summarization Text Summarization
— Unverified The Bull and the Bear: Summarizing Stock Market Discussions Jun 1, 2022 Abstractive Text Summarization
— Unverified CATAMARAN: A Cross-lingual Long Text Abstractive Summarization Dataset Jun 1, 2022 Abstractive Text Summarization Articles
— Unverified Multilingual Text Summarization on Financial Documents Jun 1, 2022 Abstractive Text Summarization Text Summarization
— Unverified Extractive and Abstractive Summarization Methods for Financial Narrative Summarization in English, Spanish and Greek Jun 1, 2022 Abstractive Text Summarization Decoder
— Unverified Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization Jun 1, 2022 Abstractive Text Summarization Domain Adaptation
Code Code Available TeSum: Human-Generated Abstractive Summarization Corpus for Telugu Jun 1, 2022 Abstractive Text Summarization
Code Code Available Multilingual Financial Documentation Summarization by Team_Tredence for FNS2022 Jun 1, 2022 Abstractive Text Summarization Document Summarization
— Unverified Counterfactual Data Augmentation improves Factuality of Abstractive Summarization May 25, 2022 Abstractive Text Summarization counterfactual
— Unverified Lossless Acceleration for Seq2seq Generation with Aggressive Decoding May 20, 2022 Abstractive Text Summarization GPU
Code Code Available Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization May 12, 2022 Abstractive Text Summarization Natural Language Inference
Code Code Available Few-shot Mining of Naturally Occurring Inputs and Outputs May 9, 2022 Abstractive Text Summarization Data Augmentation
— Unverified Efficient Few-Shot Fine-Tuning for Opinion Summarization May 4, 2022 Abstractive Text Summarization Opinion Summarization
Code Code Available NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter May 1, 2022 Abstractive Text Summarization Citation Recommendation
Code Code Available FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification May 1, 2022 Abstractive Text Summarization Classification
Code Code Available RNSum: A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization May 1, 2022 Abstractive Text Summarization
— Unverified 