SOTAVerified

Information Retrieval

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

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Papers

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Showing 826–850 of 4740 papers

TitleStatusHype
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning—0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation—0
Investigating Mixture of Experts in Dense Retrieval—0
Establishing a Foundation for Tetun Ad-Hoc Text Retrieval: Stemming, Indexing, Retrieval, and Ranking—0
Searching Personal Collections—0
Learned Data Compression: Challenges and Opportunities for the Future—0
Unsupervised Named Entity Disambiguation for Low Resource DomainsCode0
Quantifying Positional Biases in Text Embedding ModelsCode0
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model—0
When Text Embedding Meets Large Language Model: A Comprehensive Survey—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
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
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage—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
VP-MEL: Visual Prompts Guided Multimodal Entity Linking—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
Semantic Search and Recommendation Algorithm—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
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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