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Semantic Retrieval

Papers

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Showing 1–50 of 86 papers

TitleStatusHype
SCBench: A KV Cache-Centric Analysis of Long-Context MethodsCode5
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
MINERS: Multilingual Language Models as Semantic RetrieversCode1
Semantic Information Recovery in Wireless NetworksCode1
Semantic Models for the First-stage Retrieval: A Comprehensive ReviewCode1
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
Sentence Representation Learning with Generative Objective rather than Contrastive ObjectiveCode1
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration DomainCode1
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language ModelsCode1
Training Effective Neural Sentence Encoders from Automatically Mined ParaphrasesCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Variational Transformer: A Framework Beyond the Trade-off between Accuracy and Diversity for Image CaptioningCode0
Evaluation of Audio-Visual Alignments in Visually Grounded Speech ModelsCode0
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive BaselinesCode0
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic SearchCode0
Multimodal semantic retrieval for product searchCode0
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language ModelsCode0
Semantic query-by-example speech search using visual groundingCode0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic AnalysisCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Information Retrieval: Recent Advances and Beyond—0
How to Make LLMs Strong Node Classifiers?—0
Learning Spatially-Aware Language and Audio Embeddings—0
LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation—0
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
More Like This: Semantic Retrieval with Linguistic Information—0
Multilingual Universal Sentence Encoder for Semantic Retrieval—0
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems—0
NIST: An Image Classification Network to Image Semantic Retrieval—0
Optimizing Retrieval Augmented Generation for Object Constraint Language—0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding—0
Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs—0
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation—0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge—0
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models—0
Description-Based Text Similarity—0
Role of Databases in GenAI Applications—0
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble—0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis—0
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search—0
Semantic Retrieval at Walmart—0
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation—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