Discovering Non-Monotonic Autoregressive Ordering for Text Generation Models using Sinkhorn Distributions Jan 17, 2022 Code Generation Decoder
— Unverified 0QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Jan 16, 2022 Question Answering Question Generation
— Unverified 0GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features Jan 16, 2022 Document Summarization Extractive Document Summarization
— Unverified 0BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization Jan 16, 2022 Abstractive Text Summarization Form
— Unverified 0Extractive Text Summarization with Latent Topics using Heterogeneous Graph Neural Network Jan 16, 2022 Extractive Text Summarization Graph Neural Network
— Unverified 0Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization Jan 16, 2022 Text Summarization
— Unverified 0Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Jan 14, 2022 Sentence Text Summarization
— Unverified 0Cognitive Computing to Optimize IT Services Dec 28, 2021 Language Identification Text Summarization
— Unverified 0TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language Dec 23, 2021 Benchmarking Clustering
Code Code Available 0Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Dec 22, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available 0An ASP-based Approach to Answering Natural Language Questions for Texts Dec 21, 2021 Question Answering Question Generation
— Unverified 0Word Graph Guided Summarization for Radiology Findings Dec 18, 2021 Text Summarization
Code Code Available 1CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available 1QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Dec 16, 2021 Question Answering Question Generation
Code Code Available 1CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Dec 16, 2021 Abstractive Dialogue Summarization Meeting Summarization
— Unverified 0LongT5: Efficient Text-To-Text Transformer for Long Sequences Dec 15, 2021 Abstractive Text Summarization Long-range modeling
Code Code Available 1A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods Dec 6, 2021 Extractive Summarization Extractive Text Summarization
— Unverified 0Multi-document Text Summarization using Semantic Word and Sentence Similarity: A Combined Approach Dec 1, 2021 Sentence Sentence Similarity
— Unverified 0Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization Dec 1, 2021 Abstractive Text Summarization named-entity-recognition
— Unverified 0KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Nov 30, 2021 Machine Translation named-entity-recognition
— Unverified 0Sparse is Enough in Scaling Transformers Nov 24, 2021 Text Summarization
— Unverified 0Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network Nov 19, 2021 Abstractive Text Summarization Articles
— Unverified 0A Unified and Efficient Contrastive Learning Framework for Text Summarization Nov 16, 2021 Abstractive Text Summarization Contrastive Learning
— Unverified 0On the Multilingual Capabilities of Very Large-Scale English Language Models Nov 16, 2021 Extractive Question-Answering Few-Shot Learning
— Unverified 0Unsupervised Multi-Granularity Summarization Nov 16, 2021 Abstractive Text Summarization Text Summarization
— Unverified 0Combining Paraphrase Pre-trained Model and Controllable Rules for Unsupervised Sentence Simplification Nov 16, 2021 Sentence Text Simplification
— Unverified 0NEWSFARM: the Largest Chinese Corpus for Long News Summarization Nov 16, 2021 News Summarization Semantic Similarity
— Unverified 0Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning Nov 16, 2021 Abstractive Dialogue Summarization Contrastive Learning
— Unverified 0MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Nov 16, 2021 Text Generation Text Summarization
— Unverified 0Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Nov 16, 2021 Abstractive Text Summarization Document Summarization
Code Code Available 0Sparsifying Transformer Models with Trainable Representation Pooling Nov 16, 2021 Decoder Document Summarization
— Unverified 0HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information Nov 16, 2021 Extractive Summarization Extractive Text Summarization
— Unverified 0Training Dynamics for Text Summarization Models Nov 16, 2021 Hallucination News Summarization
— Unverified 0Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization Nov 16, 2021 Headline Generation Sentence
— Unverified 0Attention-based Multi-hypothesis Fusion for Speech Summarization Nov 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 0Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection Nov 15, 2021 Abstractive Text Summarization Question Answering
— Unverified 0Just Ask! Evaluating Machine Translation by Asking and Answering Questions Nov 1, 2021 Abstractive Text Summarization Machine Translation
Code Code Available 0A Hybrid PSO-GA for Extractive Text Summarization Nov 1, 2021 Extractive Text Summarization Text Summarization
— 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 0Event Graph based Sentence Fusion Nov 1, 2021 Abstractive Text Summarization Sentence
— Unverified 0Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization Nov 1, 2021 Extractive Summarization Extractive Text Summarization
— Unverified 0Weakly supervised discourse segmentation for multiparty oral conversations Nov 1, 2021 Discourse Segmentation Segmentation
Code Code Available 0Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization Nov 1, 2021 Abstractive Text Summarization Sentence
— Unverified 0Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment Nov 1, 2021 Abstractive Dialogue Summarization Articles
— Unverified 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 0Discovering Non-monotonic Autoregressive Orderings with Variational Inference Oct 27, 2021 Decoder Image Captioning
Code Code Available 1CNewSum: 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 0