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Efficient Classification of Long Documents via State-Space Models EMNLP 2023 Fast and Accurate Factual Inconsistency Detection Over Long Documents EMNLP 2023 Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling EMNLP 2023 Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer EMNLP 2023 Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization ACL 2023 Long Document Summarization with Top-down and Bottom-up Inference EACL 2023 Longtonotes: OntoNotes with Longer Coreference Chains EACL 2023 Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval EMNLP 2023 Preserve Context Information for Extract-Generate Long-Input Summarization Framework AAAI 2023 Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023 VBD-NLP at BioLaySumm Task 1: Explicit and Implicit Key Information Selection for Lay Summarization on Biomedical Long Documents ACL 2023 An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks COLING 2022 BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022 Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022 ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers ACL 2022 Efficient Classification of Long Documents Using Transformers ACL 2022 Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022 GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization COLING 2022 HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization COLING 2022 HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization ACL 2022 How Far are We from Robust Long Abstractive Summarization? EMNLP 2022 Multi Graph Neural Network for Extractive Long Document Summarization COLING 2022 QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022 Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes AAAI 2022 Sparsifying Transformer Models with Trainable Representation Pooling ACL 2022