SOTAVerified

Semantic Retrieval

Papers

Showing 1120 of 86 papers

TitleStatusHype
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration DomainCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
MINERS: Multilingual Language Models as Semantic RetrieversCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive BaselinesCode0
Multimodal semantic retrieval for product searchCode0
AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic AnalysisCode0
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic SearchCode0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
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Benchmark Results

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