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Summarization

1599 directly classified papers

Papers per year

Papers

Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023
Which is better? Exploring Prompting Strategy For LLM-based Metrics IJCNLP 2023
Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023
LLM aided semi-supervision for efficient Extractive Dialog Summarization EMNLP 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences EMNLP 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains EMNLP 2023
Citance-Contextualized Summarization of Scientific Papers EMNLP 2023
Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model EMNLP 2023
Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization EMNLP 2023
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval EMNLP 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset ACL 2023
Data Selection Curriculum for Abstractive Text Summarization EMNLP 2023
Linguistic Compression in Single-Sentence Human-Written Summaries EMNLP 2023
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023
ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent ACL 2023
Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation EMNLP 2023
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation EMNLP 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023
Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023
Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023
Inverse Reinforcement Learning for Text Summarization EMNLP 2023
Investigating Efficiently Extending Transformers for Long Input Summarization EMNLP 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization EMNLP 2023
Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023
Evaluating the Factual Consistency of Large Language Models Through News Summarization ACL 2023