Attention Temperature Matters in Abstractive Summarization Distillation Oct 16, 2021 Abstractive Text Summarization Text Summarization
— Unverified 0Curriculum Data Augmentation for Low-Resource Slides Summarization Oct 16, 2021 Articles Data Augmentation
— Unverified 0MTG: A Benchmarking Suite for Multilingual Text Generation Oct 16, 2021 Benchmarking Question Generation
— Unverified 0Learning to Prioritize: Precision-Driven Sentence Filtering for Long Text Summarization Oct 16, 2021 Articles Sentence
— Unverified 0Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Oct 16, 2021 Abstractive Text Summarization Document Summarization
Code Code Available 1PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Oct 16, 2021 Abstractive Text Summarization Decoder
Code Code Available 1Control Prefixes for Parameter-Efficient Text Generation Oct 15, 2021 Abstractive Text Summarization Attribute
Code Code Available 1Training Dynamics for Text Summarization Models Oct 15, 2021 Hallucination News Summarization
— Unverified 0DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Oct 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 1MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Oct 14, 2021 Text Generation Text Summarization
Code Code Available 1Speech Summarization using Restricted Self-Attention Oct 12, 2021 Document Summarization speech-recognition
— Unverified 0Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention Oct 10, 2021 Extractive Summarization Language Modeling
— Unverified 0Bayesian Active Summarization Oct 9, 2021 Active Learning Text Summarization
— Unverified 0HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Oct 8, 2021 Abstractive Text Summarization Decoder
Code Code Available 1Towards a Unified View of Parameter-Efficient Transfer Learning Oct 8, 2021 Machine Translation parameter-efficient fine-tuning
Code Code Available 1VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization? Oct 8, 2021 Abstractive Text Summarization Decoder
— Unverified 0Noisy Text Data: Achilles' Heel of popular transformer based NLP models Oct 7, 2021 NER Open-Ended Question Answering
— Unverified 0Compressing Transformer-Based Sequence to Sequence Models With Pre-trained Autoencoders for Text Summarization Sep 29, 2021 Decoder Text Summarization
— Unverified 0Long Document Summarization with Top-Down and Bottom-Up Representation Inference Sep 29, 2021 Document Summarization Text Summarization
— Unverified 0HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Sep 29, 2021 Abstractive Text Summarization Decoder
— Unverified 0Selective Token Generation for Few-shot Language Modeling Sep 29, 2021 Data-to-Text Generation Language Modeling
— Unverified 0Who speaks like a style of Vitamin: Towards Syntax-Aware DialogueSummarization using Multi-task Learning Sep 29, 2021 Abstractive Dialogue Summarization Articles
— Unverified 0Enriching and Controlling Global Semantics for Text Summarization Sep 22, 2021 Abstractive Text Summarization Text Generation
— Unverified 0Investigating Entropy for Extractive Document Summarization Sep 22, 2021 Attribute Document Summarization
— Unverified 0BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Sep 20, 2021 Abstractive Text Summarization Denoising
Code Code Available 1Multi-Narrative Semantic Intersection Task: Evaluation and Benchmark Sep 17, 2021 Sentence Text Summarization
— Unverified 0Biomedical text summarization using Conditional Generative Adversarial Network(CGAN) Sep 17, 2021 Extractive Summarization Generative Adversarial Network
— Unverified 0Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Sep 14, 2021 nlg evaluation Style Transfer
Code Code Available 1Does Pretraining for Summarization Require Knowledge Transfer? Sep 10, 2021 Text Summarization Transfer Learning
Code Code Available 1Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Sep 10, 2021 Abstractive Dialogue Summarization Articles
Code Code Available 1ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 1Sequence Level Contrastive Learning for Text Summarization Sep 8, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1A Comparative Study on Abstractive and Extractive Approaches in Summarization of European Legislation Documents Sep 1, 2021 Text Summarization
— Unverified 0BERT-PersNER: A New Model for Persian Named Entity Recognition Sep 1, 2021 Active Learning Machine Translation
— Unverified 0Cross-lingual Fine-tuning for Abstractive Arabic Text Summarization Sep 1, 2021 Abstractive Text Summarization Extractive Summarization
— Unverified 0Headnote Prediction Using Machine Learning Sep 1, 2021 Active Learning BIG-bench Machine Learning
— Unverified 0Effective Sequence-to-Sequence Dialogue State Tracking Aug 31, 2021 Dialogue State Tracking Language Modeling
Code Code Available 1Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization Aug 31, 2021 Document Summarization Extractive Text Summarization
— Unverified 0Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Aug 30, 2021 Machine Translation Text Summarization
Code Code Available 0Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Aug 30, 2021 Abstractive Text Summarization counterfactual
Code Code Available 1SummerTime: Text Summarization Toolkit for Non-experts Aug 29, 2021 Document Summarization Multi-Document Summarization
Code Code Available 1Multiplex Graph Neural Network for Extractive Text Summarization Aug 29, 2021 Extractive Text Summarization Graph Neural Network
— Unverified 0Automatic Text Evaluation through the Lens of Wasserstein Barycenters Aug 27, 2021 Image Captioning Machine Translation
Code Code Available 1Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1ComSum: Commit Messages Summarization and Meaning Preservation Aug 23, 2021 Text Summarization
Code Code Available 0CGEMs: A Metric Model for Automatic Code Generation using GPT-3 Aug 23, 2021 Binary Classification Code Generation
— Unverified 0Hierarchical Summarization for Longform Spoken Dialog Aug 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Fastformer: Additive Attention Can Be All You Need Aug 20, 2021 All News Recommendation
Code Code Available 1CTRLsum: Towards Generic Controllable Text Summarization Aug 17, 2021 Articles Text Summarization
— Unverified 0