Information Retrieval

데모 동영상

• 해석 가능하고 효율적인 정보 검색을 위한 희소 오토인코더 잠재 표현
  
  
  • Title: Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval
  • System Overview Image: TBD
  • Summary: TBD
  • Github Link: Github Link
  • Paper Link: Publisher Link
  • Demo Video


• 저자원 환경에서 도메인 과적합 문제를 방지하기 위한 문서분류 기법
  
  
  • Title: Low-resource Text Classification Method that Mitigates Overfitting on Domain-specific Features
  • System Overview Image: TBD
  • Summary: TBD
  • Github Link: TBD
  • Paper Link: TBD
  • Demo Video


• 사전학습을 이용한 정보검색 시스템
  
  
  • Title: Information Retrieval with REAP (Retrieval-adaptive Pretraining)
  • System Overview Image: TBD
  • Summary: TBD
  • Github Link: TBD
  • Paper Link: TBD
  • Demo Video


• 설명가능성을 위한 토큰 임베딩 기반 동영상 검색
  
  
  • Title: Explainable Video Search System using Token Space-based Representation
  • System Overview Image: TBD
  • Summary: TBD
  • Github Link: TBD
  • Paper Link: Publisher Link
  • Demo Video

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