SOTAVerified

Semantic Retrieval

Papers

Showing 21–30 of 86 papers

TitleStatusHype
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
Multimodal semantic retrieval for product searchCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive BaselinesCode0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning—0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Human baselineSoft-F10.84—Unverified
2k-NN with sentence n-grams, GPT-2 embeddings, fICASoft-F10.51—Unverified
3DBTW, GPT-1 embeddings, fICASoft-F10.51—Unverified
4LSA baselineSoft-F10.39—Unverified
5Universal Sentence EncoderSoft-F10.38—Unverified
6Sentence BERTSoft-F10.31—Unverified