Weakly supervised discourse segmentation for multiparty oral conversations Nov 1, 2021 Discourse Segmentation Segmentation
Code Code Available 0Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization Nov 1, 2021 Extractive Summarization Extractive Text Summarization
— Unverified 0Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization Nov 1, 2021 Abstractive Text Summarization Sentence
— Unverified 0Event Graph based Sentence Fusion Nov 1, 2021 Abstractive Text Summarization Sentence
— Unverified 0Just Ask! Evaluating Machine Translation by Asking and Answering Questions Nov 1, 2021 Abstractive Text Summarization Machine Translation
Code Code Available 0Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization Nov 1, 2021 Meta-Learning Text Summarization
— Unverified 0A Transformer Based Approach towards Identification of Discourse Unit Segments and Connectives Nov 1, 2021 Discourse Parsing Discourse Segmentation
— Unverified 0A New Approach for Arabic Text Summarization Nov 1, 2021 Text Summarization
— Unverified 0AUTOSUMM: Automatic Model Creation for Text Summarization Nov 1, 2021 Abstractive Text Summarization Deep Learning
— Unverified 0Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment Nov 1, 2021 Abstractive Dialogue Summarization Articles
— Unverified 0CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level Oct 21, 2021 News Summarization Text Summarization
— Unverified 0Overview of the 2021 Key Point Analysis Shared Task Oct 20, 2021 Argument Mining Text Summarization
— Unverified 0Attention Temperature Matters in Abstractive Summarization Distillation Oct 16, 2021 Abstractive Text Summarization Text Summarization
— 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 0Curriculum Data Augmentation for Low-Resource Slides Summarization Oct 16, 2021 Articles Data Augmentation
— Unverified 0Training Dynamics for Text Summarization Models Oct 15, 2021 Hallucination News Summarization
— Unverified 0Speech 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 0VieSum: 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 0Selective Token Generation for Few-shot Language Modeling Sep 29, 2021 Data-to-Text Generation Language Modeling
— Unverified 0HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Sep 29, 2021 Abstractive Text Summarization Decoder
— Unverified 0Compressing Transformer-Based Sequence to Sequence Models With Pre-trained Autoencoders for Text Summarization Sep 29, 2021 Decoder Text Summarization
— Unverified 0Who speaks like a style of Vitamin: Towards Syntax-Aware DialogueSummarization using Multi-task Learning Sep 29, 2021 Abstractive Dialogue Summarization Articles
— Unverified 0Long Document Summarization with Top-Down and Bottom-Up Representation Inference Sep 29, 2021 Document Summarization Text Summarization
— 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 0Biomedical text summarization using Conditional Generative Adversarial Network(CGAN) Sep 17, 2021 Extractive Summarization Generative Adversarial Network
— Unverified 0Multi-Narrative Semantic Intersection Task: Evaluation and Benchmark Sep 17, 2021 Sentence Text Summarization
— 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 0BERT-PersNER: A New Model for Persian Named Entity Recognition Sep 1, 2021 Active Learning Machine Translation
— Unverified 0A Comparative Study on Abstractive and Extractive Approaches in Summarization of European Legislation Documents Sep 1, 2021 Text Summarization
— Unverified 0Monolingual 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 0Multiplex Graph Neural Network for Extractive Text Summarization Aug 29, 2021 Extractive Text Summarization Graph Neural Network
— Unverified 0CGEMs: A Metric Model for Automatic Code Generation using GPT-3 Aug 23, 2021 Binary Classification Code Generation
— Unverified 0ComSum: Commit Messages Summarization and Meaning Preservation Aug 23, 2021 Text Summarization
Code Code Available 0Hierarchical Summarization for Longform Spoken Dialog Aug 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0CTRLsum: Towards Generic Controllable Text Summarization Aug 17, 2021 Articles Text Summarization
— Unverified 0MTG: A Benchmark Suite for Multilingual Text Generation Aug 13, 2021 Question Generation Question-Generation
Code Code Available 0Fine-tuning GPT-3 for Russian Text Summarization Aug 7, 2021 Text Summarization
— Unverified 0Controllable Summarization with Constrained Markov Decision Process Aug 7, 2021 Attribute Text Summarization
Code Code Available 0POS-Constrained Parallel Decoding for Non-autoregressive Generation Aug 1, 2021 Knowledge Distillation POS
Code Code Available 0A Joint Model for Structure-based News Genre Classification with Application to Text Summarization Aug 1, 2021 Genre classification Text Summarization
— Unverified 0Jointly Learning Salience and Redundancy by Adaptive Sentence Reranking for Extractive Summarization Aug 1, 2021 Extractive Summarization Extractive Text Summarization
— Unverified 0Semantic Similarity Based Evaluation for Abstractive News Summarization Aug 1, 2021 Abstractive Text Summarization News Summarization
Code Code Available 0Video Paragraph Captioning as a Text Summarization Task Aug 1, 2021 Sentence Text Summarization
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