Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available 1LANS: Large-scale Arabic News Summarization Corpus Oct 24, 2022 Articles Diversity
— Unverified 0Analyzing and Evaluating Faithfulness in Dialogue Summarization Oct 21, 2022 Text Summarization
Code Code Available 1Summary Workbench: Unifying Application and Evaluation of Text Summarization Models Oct 18, 2022 Text Summarization
Code Code Available 1Social Biases in Automatic Evaluation Metrics for NLG Oct 17, 2022 Sentence Sentence Embeddings
— Unverified 0Can Language Representation Models Think in Bets? Oct 14, 2022 Decision Making Natural Language Understanding
— Unverified 0MTEB: Massive Text Embedding Benchmark Oct 13, 2022 Benchmarking Information Retrieval
Code Code Available 4Towards a Unified Multi-Dimensional Evaluator for Text Generation Oct 13, 2022 nlg evaluation Question Answering
Code Code Available 2Improving Graph-Based Text Representations with Character and Word Level N-grams Oct 12, 2022 Graph Representation Learning Representation Learning
— Unverified 0Hierarchical3D Adapters for Long Video-to-text Summarization Oct 10, 2022 Sentence Text Summarization
— Unverified 0EDU-level Extractive Summarization with Varying Summary Lengths Oct 8, 2022 Extractive Summarization Text Summarization
Code Code Available 0Probing of Quantitative Values in Abstractive Summarization Models Oct 3, 2022 Abstractive Text Summarization Hallucination
— Unverified 0Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS) Oct 1, 2022 Document Summarization Extractive Text Summarization
— Unverified 0Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews Oct 1, 2022 Abstractive Text Summarization Text Summarization
— Unverified 0IDN-Sum: A New Dataset for Interactive Digital Narrative Extractive Text Summarisation Oct 1, 2022 Extractive Text Summarization Text Summarization
Code Code Available 0GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT Oct 1, 2022 Document Summarization Extractive Document Summarization
Code Code Available 0Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning Oct 1, 2022 Abstractive Dialogue Summarization Contrastive Learning
— Unverified 0Analyzing the Dialect Diversity in Multi-document Summaries Oct 1, 2022 Diversity Text Summarization
Code Code Available 0A Survey of Automatic Text Summarization Using Graph Neural Networks Oct 1, 2022 Survey Text Summarization
— Unverified 0Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study Oct 1, 2022 Sentence Text Summarization
— Unverified 0Calibrating Sequence likelihood Improves Conditional Language Generation Sep 30, 2022 abstractive question answering Abstractive Text Summarization
— Unverified 0ArNLI: Arabic Natural Language Inference for Entailment and Contradiction Detection Sep 28, 2022 Language Modeling Language Modelling
Code Code Available 0WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Sep 27, 2022 Articles Contrastive Learning
Code Code Available 1Text Summarization with Oracle Expectation Sep 26, 2022 Extractive Summarization Sentence
Code Code Available 1News Summarization and Evaluation in the Era of GPT-3 Sep 26, 2022 News Summarization Text Summarization
Code Code Available 1Controllable Text Generation for Open-Domain Creativity and Fairness Sep 24, 2022 Fairness Machine Translation
— Unverified 0Adapting Pretrained Text-to-Text Models for Long Text Sequences Sep 21, 2022 Long-range modeling Question Answering
Code Code Available 1Survey of Query-based Text Summarization Sep 17, 2022 Survey Text Summarization
— Unverified 0Selective Token Generation for Few-shot Natural Language Generation Sep 17, 2022 Data-to-Text Generation Language Modeling
Code Code Available 0PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization Sep 14, 2022 Sentence Text Summarization
— Unverified 0Harnessing Abstractive Summarization for Fact-Checked Claim Detection Sep 10, 2022 Abstractive Text Summarization Fact Checking
Code Code Available 0Applying Transformer-based Text Summarization for Keyphrase Generation Sep 8, 2022 Abstractive Text Summarization Keyphrase Extraction
— Unverified 0Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Sep 2, 2022 Abstractive Dialogue Summarization Multi-Task Learning
Code Code Available 1GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization Aug 21, 2022 Contrastive Learning Extractive Summarization
— Unverified 0Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Aug 21, 2022 Abstractive Text Summarization Decoder
Code Code Available 4Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries Aug 19, 2022 Text Generation Text Summarization
— Unverified 0Investigating Efficiently Extending Transformers for Long Input Summarization Aug 8, 2022 16k Long-range modeling
Code Code Available 3A Data-driven Latent Semantic Analysis for Automatic Text Summarization using LDA Topic Modelling Jul 23, 2022 Articles Extractive Summarization
— Unverified 0Pre-trained language models with domain knowledge for biomedical extractive summarization Jul 19, 2022 Extractive Summarization PICO
Code Code Available 0An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods Jul 17, 2022 Denoising Knowledge Graph Completion
— Unverified 0A General Contextualized Rewriting Framework for Text Summarization Jul 13, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available 1SummScore: A Comprehensive Evaluation Metric for Summary Quality Based on Cross-Encoder Jul 11, 2022 Diversity Text Matching
— Unverified 0An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Jul 3, 2022 Articles Document Summarization
Code Code Available 1Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net Jul 1, 2022 Abstractive Text Summarization Text Summarization
— Unverified 0From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization Jul 1, 2022 Data Augmentation dialogue summary
— Unverified 0Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction Jul 1, 2022 Text Summarization
— Unverified 0Indian Legal Text Summarization: A Text Normalisation-based Approach Jun 13, 2022 Abstractive Text Summarization Text Summarization
— Unverified 0An Exploration of Post-Editing Effectiveness in Text Summarization Jun 13, 2022 Machine Translation Text Generation
— Unverified 0CLTS+: A New Chinese Long Text Summarization Dataset with Abstractive Summaries Jun 9, 2022 Articles Text Summarization
— Unverified 0Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation Jun 6, 2022 Sentence Text Generation
Code Code Available 1