conftrace_

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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

Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024
SciDMT: A Large-Scale Corpus for Detecting Scientific Mentions COLING 2024
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents COLING 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
Knowledge Graph Extraction from Total Synthesis Documents ACL 2024
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023
MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents ACL 2023
MuLMS-AZ: An Argumentative Zoning Dataset for the Materials Science Domain ACL 2023
Scientific Document Retrieval using Multi-level Aspect-based Queries NIPS 2023
impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents EMNLP 2023
CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability EMNLP 2023
Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022
SEHY: A Simple yet Effective Hybrid Model for Summarization of Long Scientific Documents AACL 2022
CitRet: A Hybrid Model for Cited Text Span Retrieval COLING 2022
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation NAACL 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions SEMEVAL 2022
SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions NAACL 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022
Hierarchical Multi-Label Classification of Scientific Documents EMNLP 2022
Multi-Document Scientific Summarization from a Knowledge Graph-Centric View COLING 2022
LTRC @MuP 2022: Multi-Perspective Scientific Document Summarization Using Pre-trained Generation Models COLING 2022