MTG: A Benchmark Suite for Multilingual Text Generation Aug 13, 2021 Question Generation Question-Generation
Code Code Available 0Controllable Summarization with Constrained Markov Decision Process Aug 7, 2021 Attribute Text Summarization
Code Code Available 0Fine-tuning GPT-3 for Russian Text Summarization Aug 7, 2021 Text Summarization
— Unverified 0Summary Explorer: Visualizing the State of the Art in Text Summarization Aug 4, 2021 Document Summarization Position
Code Code Available 1Semantic Similarity Based Evaluation for Abstractive News Summarization Aug 1, 2021 Abstractive Text Summarization News Summarization
Code Code Available 0An Exploration of Automatic Text Summarization of Financial Reports Aug 1, 2021 Text Summarization
— Unverified 0A Joint Model for Structure-based News Genre Classification with Application to Text Summarization Aug 1, 2021 Genre classification Text Summarization
— Unverified 0Field Experiments of Real Time Foreign News Distribution Powered by MT Aug 1, 2021 Abstractive Text Summarization Articles
— Unverified 0Jointly Learning Salience and Redundancy by Adaptive Sentence Reranking for Extractive Summarization Aug 1, 2021 Extractive Summarization Extractive Text Summarization
— Unverified 0End-to-End AMR Coreference Resolution Aug 1, 2021 Abstract Meaning Representation coreference-resolution
Code Code Available 1SumPubMed: Summarization Dataset of PubMed Scientific Articles Aug 1, 2021 Articles Informativeness
Code Code Available 1Video Paragraph Captioning as a Text Summarization Task Aug 1, 2021 Sentence Text Summarization
— Unverified 0POS-Constrained Parallel Decoding for Non-autoregressive Generation Aug 1, 2021 Knowledge Distillation POS
Code Code Available 0Evaluating Extractive Summarization Techniques on News Articles Jul 22, 2021 Articles Extractive Summarization
Code Code Available 0Evaluating Extractive Summarization Techniques on News Articles Jul 22, 2021 Articles Extractive Summarization
Code Code Available 0DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines Jul 22, 2021 Abstractive Text Summarization Articles
— Unverified 0MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes Jul 19, 2021 Extractive Summarization Extractive Text Summarization
Code Code Available 1Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents Jun 30, 2021 Extractive Summarization Text Summarization
Code Code Available 1Improving Factual Consistency of Abstractive Summarization on Customer Feedback Jun 30, 2021 Abstractive Text Summarization Text Summarization
— Unverified 0Topic Modeling Based Extractive Text Summarization Jun 29, 2021 Abstractive Text Summarization Extractive Text Summarization
— Unverified 0XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Jun 25, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 1DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders Jun 25, 2021 Abstractive Text Summarization Decoder
Code Code Available 0BARTScore: Evaluating Generated Text as Text Generation Jun 22, 2021 Decoder Informativeness
Code Code Available 1Extractive approach for text summarisation using graphs Jun 21, 2021 Sentence Sentence Similarity
Code Code Available 0Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Jun 20, 2021 Style Transfer Text Generation
— Unverified 0A Condense-then-Select Strategy for Text Summarization Jun 19, 2021 Sentence Text Summarization
Code Code Available 0Twitter Sentiment Analysis Jun 13, 2021 BIG-bench Machine Learning Classification
Code Code Available 1Cross-utterance Reranking Models with BERT and Graph Convolutional Networks for Conversational Speech Recognition Jun 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization Jun 10, 2021 Articles Segmentation
Code Code Available 1Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 1SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Jun 3, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation Jun 3, 2021 Cross-Lingual Transfer Denoising
Code Code Available 1Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access Jun 2, 2021 Information Retrieval Medical Question Answering
— Unverified 0Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain Jun 1, 2021 Text Summarization
— Unverified 0IceSum: An Icelandic Text Summarization Corpus Jun 1, 2021 Articles Decoder
— Unverified 0Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization Jun 1, 2021 Multiple-choice Natural Language Inference
— Unverified 0ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Jun 1, 2021 Abstractive Text Summarization Argument Mining
Code Code Available 1LenAtten: An Effective Length Controlling Unit For Text Summarization Jun 1, 2021 Text Summarization Word Embeddings
Code Code Available 0Text Summarization with Latent Queries May 31, 2021 Abstractive Text Summarization Language Modeling
— Unverified 0Reinforced Generative Adversarial Network for Abstractive Text Summarization May 31, 2021 Abstractive Text Summarization Decoder
— Unverified 0Corpus-Based Paraphrase Detection Experiments and Review May 31, 2021 Authorship Attribution Deep Learning
— Unverified 0Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning Based Methods May 31, 2021 Articles BIG-bench Machine Learning
— Unverified 0Noised Consistency Training for Text Summarization May 28, 2021 Abstractive Text Summarization Articles
— Unverified 0Neighborhood Rough Set based Multi-document Summarization May 27, 2021 Document Summarization Multi-Document Summarization
— Unverified 0See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization May 20, 2021 Abstractive Text Summarization Decoder
— Unverified 0BookSum: A Collection of Datasets for Long-form Narrative Summarization May 18, 2021 Abstractive Text Summarization Form
Code Code Available 1A Study on Summarizing and Evaluating Long Documents May 16, 2021 Document Summarization Text Generation
— Unverified 0DialogSum: A Real-Life Scenario Dialogue Summarization Dataset May 14, 2021 Abstractive Dialogue Summarization Common Sense Reasoning
Code Code Available 1D2S: Document-to-Slide Generation Via Query-Based Text Summarization May 8, 2021 Benchmarking Long Form Question Answering
Code Code Available 1Text similarity analysis for evaluation of descriptive answers May 6, 2021 Descriptive text similarity
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