document summarization

139 papers

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Co-occurring keywords

extractive summarization (310) text summarization (889) abstractive summarization (631) text generation (2903) scientific document (90) long document (79) neural network (6616) sentence extraction (36) unsupervised learning (3255) information retrieval (1493)

Papers

Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022

Toward Unifying Text Segmentation and Long Document Summarization EMNLP 2022

Long Text and Multi-Table Summarization: Dataset and Method EMNLP 2022

Multi Graph Neural Network for Extractive Long Document Summarization COLING 2022

Overview of the Third Workshop on Scholarly Document Processing COLING 2022

GUIR @ MuP 2022: Towards Generating Topic-aware Multi-perspective Summaries for Scientific Documents COLING 2022

The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization AAAI 2022

MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes ACL 2022

HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization ACL 2022

Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022

Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract) AAAI 2022

EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain EMNLP 2022

ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP 2022

Interactive concept-map based summaries for SEND children IJCAI 2022

HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization COLING 2022

Block Diagram-to-Text: Understanding Block Diagram Images by Generating Natural Language Descriptors AACL 2022

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization EMNLP 2022

AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization EACL 2021

Long Document Summarization in a Low Resource Setting using Pretrained Language Models ACL 2021

LongSumm 2021: Session based automatic summarization model for scientific document NAACL 2021

Unsupervised document summarization using pre-trained sentence embeddings and graph centrality NAACL 2021

Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021

Overview of the Second Workshop on Scholarly Document Processing NAACL 2021

Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents IJCNLP 2021

SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents EMNLP 2021