SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

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Showing 401–425 of 4740 papers

TitleStatusHype
Investigating Mixture of Experts in Dense Retrieval—0
SpeechPrune: Context-aware Token Pruning for Speech Information RetrievalCode1
Learned Data Compression: Challenges and Opportunities for the Future—0
Quantifying Positional Biases in Text Embedding ModelsCode0
Unsupervised Named Entity Disambiguation for Low Resource DomainsCode0
When Text Embedding Meets Large Language Model: A Comprehensive Survey—0
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model—0
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images—0
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting—0
Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
In-Context Learning with Topological Information for Knowledge Graph Completion—0
Spatio-temporal Latent Representations for the Analysis of Acoustic Scenes in-the-wild—0
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions—0
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
Semantic Search and Recommendation Algorithm—0
VP-MEL: Visual Prompts Guided Multimodal Entity Linking—0
Learning Cluster Representatives for Approximate Nearest Neighbor SearchCode0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory—0
AyutthayaAlpha: A Thai-Latin Script Transliteration Transformer—0
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering—0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview—0
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language ModelsCode1
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified