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90 papers

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large language model (13587) information extraction (1090) extractive summarization (311) text summarization (896) document summarization (140) abstractive summarization (633) text classification (6793) knowledge graph (1837) information retrieval (1514) text generation (2913)

Papers

GUIR @ MuP 2022: Towards Generating Topic-aware Multi-perspective Summaries for Scientific Documents COLING 2022
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022
JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions SEMEVAL 2022
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS) IJCNLP 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents IJCNLP 2021
SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related Contexts SEMEVAL 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN ACL 2021
Explaining Relationships Between Scientific Documents ACL 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN SEMEVAL 2021
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS) SEMEVAL 2021
Discourse-Aware Unsupervised Summarization for Long Scientific Documents EACL 2021
Explaining Relationships Between Scientific Documents IJCNLP 2021
DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction IJCNLP 2021
SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related Contexts IJCNLP 2021
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements IJCNLP 2021
The Effect of Pretraining on Extractive Summarization for Scientific Documents NAACL 2021
SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related Contexts ACL 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents ACL 2021
SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS) ACL 2021
Leveraging Information Bottleneck for Scientific Document Summarization EMNLP 2021
CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020
Towards Grounding of Formulae EMNLP 2020
DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020
Keyphrase Generation for Scientific Articles Using GANs (Student Abstract) AAAI 2020
Scaling Systematic Literature Reviews with Machine Learning Pipelines EMNLP 2020