SOTAVerified

Semantic Retrieval

Papers

Showing 2130 of 86 papers

TitleStatusHype
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering0
Semantic Retrieval at Walmart0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation0
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models0
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models0
How to Make LLMs Strong Node Classifiers?0
LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation0
Learning Spatially-Aware Language and Audio Embeddings0
Enhancing Relevance of Embedding-based Retrieval at Walmart0
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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