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 1251–1275 of 4740 papers

TitleStatusHype
Zero-note samba: Self-supervised beat trackingCode1
Transfer Learning and Bias Correction with Pre-trained Audio EmbeddingsCode1
Thrust: Adaptively Propels Large Language Models with External Knowledge—0
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse RetrievalCode1
DisCover: Disentangled Music Representation Learning for Cover Song Identification—0
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community—0
ZeQR: Zero-shot Query Reformulation for Conversational SearchCode0
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music OverpaintingCode0
Prompt Tuning on Graph-augmented Low-resource Text ClassificationCode1
Improving Trace Link Recommendation by Using Non-Isotropic Distances and Combinations—0
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge—0
Information retrieval: recent advances and beyond—0
QontSum: On Contrasting Salient Content for Query-focused Summarization—0
Real-time Percussive Technique Recognition and Embedding Learning for the Acoustic Guitar—0
Testing different Log Bases For Vector Model Weighting Technique—0
On the Effectiveness of Speech Self-supervised Learning for Music—0
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-LearningCode1
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
MultiVENT: Multilingual Videos of Events with Aligned Natural Text—0
Dense Retrieval Adaptation using Target Domain Description—0
A Meta-Evaluation of C/W/L/A Metrics: System Ranking Similarity, System Ranking Consistency and Discriminative Power—0
Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank—0
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking—0
OpenSiteRec: An Open Dataset for Site Recommendation—0
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
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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