https://github.com/nicola-decao/efficient-autoregressive-EL
공식 코드Highly Parallel Autoregressive Entity Linking with Discriminative Correction
Papers with Code 아카이브
Entity Disambiguation
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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- 평가표
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Entity Disambiguation is the task of linking mentions of ambiguous entities to their referent entities in a knowledge base such as Wikipedia.
Source: Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/openai/deeptype
공식 코드DeepType: Multilingual Entity Linking by Neural Type System Evolution
https://github.com/rcrupiisp/siamesedisambiguation
공식 코드https://github.com/samuelbroscheit/entity_knowledge_in_bert
공식 코드Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking
https://github.com/sapienzanlp/extend
공식 코드https://github.com/studio-ousia/luke
공식 코드https://github.com/studio-ousia/ntee
공식 코드Learning Distributed Representations of Texts and Entities from Knowledge Base
https://github.com/svjan5/medtype
공식 코드https://github.com/wengsyx/lingyi
공식 코드LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs
https://github.com/yifding/in_context_el
공식 코드EntGPT: Linking Generative Large Language Models with Knowledge Bases
https://github.com/yotam-happy/NEDforNoisyText
공식 코드https://github.com/yuanhy1997/partialkb-el
공식 코드Exploring Partial Knowledge Base Inference in Biomedical Entity Linking
https://github.com/HazyResearch/bootleg
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation
https://github.com/ZacharyChenpk/Local_ETHZ
Learning Dynamic Context Augmentation for Global Entity Linking
https://github.com/amazon-science/ReFinED
Improving Entity Disambiguation by Reasoning over a Knowledge Base
https://github.com/amzn/seqzero
https://github.com/asoroa/ukb
Studying the Wikipedia Hyperlink Graph for Relatedness and Disambiguation
https://github.com/babelscape/ner4el
https://github.com/diegoolano/itsirl
https://github.com/hazyresearch/tabi
https://github.com/klimzaporojets/DWIE
Deep Joint Entity Disambiguation with Local Neural Attention
https://github.com/priyaradhakrishnan0/ELDEN
https://github.com/uiuc-focal-lab/syncode
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
https://github.com/wikipedia2vec/wikipedia2vec
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
https://github.com/yifding/deep_ed_PyTorch
Deep Joint Entity Disambiguation with Local Neural Attention
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.