Research map: Mmf-re: psychological medicine entity relation extraction model based on multi-level feature enhancement

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  1. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding · Jacob Devlin · 2019 · 33924 citations · Cited by this paper
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  19. Neural Machine Translation for Low-resource Languages: A Survey · Surangika Ranathunga · 2022 · 305 citations · Cited by this paper
  20. LDComKG: an LLM-powered dual-enhanced framework for community-aware knowledge graph completion in traditional Chinese medicine · 2026 · Related
  21. REBEL: Relation Extraction By End-to-end Language generation · ‪Pere-Lluís Huguet Cabot · 2021 · 236 citations · Cited by this paper
  22. Joint Entity and Relation Extraction With Set Prediction Networks · Dianbo Sui · 2023 · 216 citations · Cited by this paper
  23. Revisiting Relation Extraction in the era of Large Language Models · Somin Wadhwa · 2023 · 180 citations · Cited by this paper
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  26. A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers · Xiaoyan Zhao · 2024 · 155 citations · Cited by this paper
  27. CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark · Ningyu Zhang · 2022 · 152 citations · Cited by this paper
  28. GPT-RE: In-context Learning for Relation Extraction using Large Language Models · Zhen Wan · 2023 · 151 citations · Cited by this paper
  29. Packed Levitated Marker for Entity and Relation Extraction · Deming Ye · 2022 · 127 citations · Cited by this paper
  30. Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks · Yuanhe Tian · 2021 · 120 citations · Cited by this paper
  31. Information extraction from electronic medical documents: state of the art and future research directions · Mohamed Yassine Landolsi · 2022 · 119 citations · Cited by this paper
  32. DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction · Youmi Ma · 2023 · 87 citations · Cited by this paper
  33. Concept-cognitive learning survey: Mining and fusing knowledge from data · Doudou Guo · 2024 · 82 citations · Cited by this paper
  34. EEG-Based Parkinson's Disease Recognition via Attention-Based Sparse Graph Convolutional Neural Network · Hongli Chang · 2023 · 79 citations · Cited by this paper
  35. BERT-CNN: Improving BERT for Requirements Classification using CNN · Kamaljit Kaur · 2023 · 55 citations · Cited by this paper
  36. Relation classification via recurrent neural network with attention and tensor layers · Runyan Zhang · 2018 · 53 citations · Cited by this paper
  37. LMKG: A large-scale and multi-source medical knowledge graph for intelligent medicine applications · Peiru Yang · 2023 · 53 citations · Cited by this paper
  38. Drug–Drug Interaction Relation Extraction Based on Deep Learning: A Review · Mingliang Dou · 2024 · 53 citations · Cited by this paper
  39. Semantic Information Retrieval on Medical Texts · Lynda Tamine · 2021 · 51 citations · Cited by this paper

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