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

Fast Evidence Extraction for Grounded Language Model Outputs EMNLP 2024

Title-based Extractive Summarization via MRC Framework COLING 2024

SKGSum: Structured Knowledge-Guided Document Summarization ACL 2024

DiffQG: Generating Questions to Summarize Factual Changes EACL 2023

What’s New? Summarizing Contributions in Scientific Literature EACL 2023

Causal Intervention for Abstractive Related Work Generation EMNLP 2023

Preserve Context Information for Extract-Generate Long-Input Summarization Framework AAAI 2023

LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023

Citance-Contextualized Summarization of Scientific Papers EMNLP 2023

Unlimiformer: Long-Range Transformers with Unlimited Length Input NIPS 2023

Abstractive Document Summarization with Summary-length Prediction EACL 2023

Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023

ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent ACL 2023

SIMSUM: Document-level Text Simplification via Simultaneous Summarization ACL 2023

NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023

BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023

Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer EMNLP 2023

Overview of the Third Workshop on Scholarly Document Processing COLING 2022

TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation NAACL 2022

Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation IJCNLP 2022

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

Unsupervised Single Document Abstractive Summarization using Semantic Units IJCNLP 2022

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

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

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