Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Dec 29, 2020 Decoder Grammatical Error Correction
Code Code Available 1Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization Dec 21, 2020 Abstractive Text Summarization Decoder
Code Code Available 1Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Dec 14, 2020 Conditional Text Generation Contrastive Learning
Code Code Available 1Fact-Enhanced Synthetic News Generation Dec 8, 2020 News Generation Text Generation
Code Code Available 1CTRLsum: Towards Generic Controllable Text Summarization Dec 8, 2020 Articles Descriptive
Code Code Available 1CX DB8: A queryable extractive summarizer and semantic search engine Dec 7, 2020 Extractive Summarization Extractive Text Summarization
Code Code Available 1Controllable Abstractive Sentence Summarization with Guiding Entities Dec 1, 2020 Informativeness Sentence
Code Code Available 1Systematically Exploring Redundancy Reduction in Summarizing Long Documents Nov 30, 2020 Text Summarization
Code Code Available 1DebateSum: A large-scale argument mining and summarization dataset Nov 14, 2020 Abstractive Text Summarization Argument Mining
Code Code Available 1Detecting Hallucinated Content in Conditional Neural Sequence Generation Nov 5, 2020 Abstractive Text Summarization Hallucination
Code Code Available 1Liputan6: A Large-scale Indonesian Dataset for Text Summarization Nov 2, 2020 Abstractive Text Summarization Articles
Code Code Available 1BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
Code Code Available 1Topic-Guided Abstractive Text Summarization: a Joint Learning Approach Oct 20, 2020 Abstractive Text Summarization Extractive Summarization
Code Code Available 1MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention Oct 15, 2020 Abstractive Text Summarization Multimodal Abstractive Text Summarization
Code Code Available 1Re-evaluating Evaluation in Text Summarization Oct 14, 2020 Text Generation Text Summarization
Code Code Available 1CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Oct 11, 2020 Text Summarization
Code Code Available 1Q-learning with Language Model for Edit-based Unsupervised Summarization Oct 9, 2020 Abstractive Text Summarization Decoder
Code Code Available 1What Have We Achieved on Text Summarization? Oct 9, 2020 Text Summarization
Code Code Available 1Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Oct 4, 2020 Abstractive Dialogue Summarization Articles
Code Code Available 1Persian Keyphrase Generation Using Sequence-to-Sequence Models Sep 25, 2020 Articles Information Retrieval
Code Code Available 1Extracting Summary Knowledge Graphs from Long Documents Sep 19, 2020 Graph Learning Knowledge Graphs
Code Code Available 1Noisy Self-Knowledge Distillation for Text Summarization Sep 15, 2020 Knowledge Distillation Self-Knowledge Distillation
Code Code Available 1Sparsifying Transformer Models with Trainable Representation Pooling Sep 10, 2020 Decoder Document Summarization
Code Code Available 1Better Fine-Tuning by Reducing Representational Collapse Aug 6, 2020 Abstractive Text Summarization Cross-Lingual Natural Language Inference
Code Code Available 1Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 1SummEval: Re-evaluating Summarization Evaluation Jul 24, 2020 Text Summarization
Code Code Available 1Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
Code Code Available 1A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Jun 27, 2020 Machine Translation reinforcement-learning
Code Code Available 1Graph Optimal Transport for Cross-Domain Alignment Jun 26, 2020 Graph Matching Image Captioning
Code Code Available 1Dataset for Automatic Summarization of Russian News Jun 19, 2020 Text Summarization valid
Code Code Available 1Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 Jun 3, 2020 Articles Text Summarization
Code Code Available 1Text Segmentation by Cross Segment Attention Apr 30, 2020 Discourse Segmentation Information Retrieval
Code Code Available 1Screenplay Summarization Using Latent Narrative Structure Apr 27, 2020 Articles Document Summarization
Code Code Available 1All Word Embeddings from One Embedding Apr 25, 2020 All Decoder
Code Code Available 1Extractive Summarization as Text Matching Apr 19, 2020 Document Summarization Extractive Summarization
Code Code Available 1PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Apr 14, 2020 Abstractive Text Summarization Conversational Response Generation
Code Code Available 1A Divide-and-Conquer Approach to the Summarization of Long Documents Apr 13, 2020 Articles Document Summarization
Code Code Available 1A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Apr 4, 2020 Abstractive Text Summarization Articles
Code Code Available 1Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification Feb 29, 2020 Negation Negation Detection
Code Code Available 1ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Jan 26, 2020 Abstractive Text Summarization Decoder
Code Code Available 1ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Jan 13, 2020 Abstractive Text Summarization Prediction
Code Code Available 1BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available 1Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
Code Code Available 1Ouroboros: On Accelerating Training of Transformer-Based Language Models Sep 14, 2019 Language Modeling Language Modelling
Code Code Available 1Text Summarization with Pretrained Encoders Aug 22, 2019 Abstractive Text Summarization Decoder
Code Code Available 1Leveraging Pre-trained Checkpoints for Sequence Generation Tasks Jul 29, 2019 Decoder Machine Translation
Code Code Available 1Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization Jul 1, 2019 Abstractive Text Summarization Decoder
Code Code Available 1Assessing The Factual Accuracy of Generated Text May 30, 2019 Text Summarization
Code Code Available 1Levenshtein Transformer May 27, 2019 Automatic Post-Editing Machine Translation
Code Code Available 1Importance of Copying Mechanism for News Headline Generation Apr 25, 2019 Articles Headline Generation
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