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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

Towards Automatic Formal Feedback on Scientific Documents ACL 2025
MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents EMNLP 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers EMNLP 2025
SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models EMNLP 2025
Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs ACL 2025
PeerQA: A Scientific Question Answering Dataset from Peer Reviews NAACL 2025
PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025
PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents COLING 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025
FigEx: Aligned Extraction of Scientific Figures and Captions EMNLP 2025
Optimizing the Arrangement of Citations in Related Work Section IJCNLP 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
Efficient Context-Limited Telescope Bibliography Classification for the WASP-2025 Shared Task Using SciBERT IJCNLP 2025
Knowledge Graph Extraction from Total Synthesis Documents ACL 2024
Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge COLING 2024
Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension ACL 2024
Two-Stage Graph-Augmented Summarization of Scientific Documents EMNLP 2024
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP 2024
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions COLING 2024
CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents COLING 2024
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024