SOTAVerified

Semantic Retrieval

Papers

Showing 4150 of 86 papers

TitleStatusHype
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval0
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
Unified Embedding Based Personalized Retrieval in Etsy Search0
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System0
Event-Centric Query Expansion in Web Search0
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language ModelsCode0
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing0
Description-Based Text Similarity0
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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