Q^2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Apr 16, 2021 Abstractive Text Summarization Dialogue Evaluation
Code Code Available SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization Apr 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available Planning with Learned Entity Prompts for Abstractive Summarization Apr 15, 2021 Abstractive Text Summarization Decoder
— Unverified SummScreen: A Dataset for Abstractive Screenplay Summarization Apr 14, 2021 Abstractive Text Summarization
Code Code Available Annotating and Modeling Fine-grained Factuality in Summarization Apr 9, 2021 Abstractive Text Summarization Sentence
Code Code Available Attention Head Masking for Inference Time Content Selection in Abstractive Summarization Apr 6, 2021 Abstractive Text Summarization Decoder
— Unverified Mask Attention Networks: Rethinking and Strengthen Transformer Mar 25, 2021 Abstractive Text Summarization Machine Translation
Code Code Available AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Mar 21, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available GLM: General Language Model Pretraining with Autoregressive Blank Infilling Mar 18, 2021 Abstractive Text Summarization Classification
Code Code Available IOT: Instance-wise Layer Reordering for Transformer Structures Mar 5, 2021 Abstractive Text Summarization Code Generation
Code Code Available Long Document Summarization in a Low Resource Setting using Pretrained Language Models Mar 1, 2021 Abstractive Text Summarization Document Summarization
— Unverified Meta-Transfer Learning for Low-Resource Abstractive Summarization Feb 18, 2021 Abstractive Text Summarization Transfer Learning
Code Code Available Entity-level Factual Consistency of Abstractive Text Summarization Feb 18, 2021 Abstractive Text Summarization Hallucination
Code Code Available Centroid Transformers: Learning to Abstract with Attention Feb 17, 2021 Abstractive Text Summarization Clustering
— Unverified The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Feb 2, 2021 Abstractive Text Summarization Cross-Lingual Abstractive Summarization
— Unverified Unsupervised Abstractive Summarization of Bengali Text Documents Jan 26, 2021 Abstractive Text Summarization Extractive Summarization
Code Code Available Muppet: Massive Multi-task Representations with Pre-Finetuning Jan 26, 2021 Abstractive Text Summarization Common Sense Reasoning
Code Code Available Neural Abstractive Text Summarizer for Telugu Language Jan 18, 2021 Abstractive Text Summarization Decoder
— Unverified Summaformers @ LaySumm 20, LongSumm 20 Jan 10, 2021 Abstractive Text Summarization Feature Engineering
Code Code Available Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers Jan 1, 2021 Abstractive Text Summarization Language Modeling
Code Code Available Subformer: A Parameter Reduced Transformer Jan 1, 2021 Abstractive Text Summarization Decoder
— Unverified Mem2Mem: Learning to Summarize Long Texts with Memory Compression and Transfer Jan 1, 2021 Abstractive Text Summarization Decoder
— Unverified Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization Dec 21, 2020 Abstractive Text Summarization Decoder
Code Code Available Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization Dec 17, 2020 Abstractive Text Summarization Information Retrieval
Code Code Available Unsupervised Opinion Summarization with Content Planning Dec 14, 2020 Abstractive Text Summarization Opinion Summarization
Code Code Available 