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 1526–1550 of 4740 papers

TitleStatusHype
How User Language Affects Conflict Fatality Estimates in ChatGPT—0
An Intent Taxonomy of Legal Case Retrieval—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Towards Resolving Word Ambiguity with Word Embeddings—0
Comprehensive Review on Semantic Information Retrieval and Ontology Engineering—0
Thrust: Adaptively Propels Large Language Models with External Knowledge—0
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community—0
DisCover: Disentangled Music Representation Learning for Cover Song Identification—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
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
QontSum: On Contrasting Salient Content for Query-focused Summarization—0
Information retrieval: recent advances and beyond—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
Dense Retrieval Adaptation using Target Domain Description—0
MultiVENT: Multilingual Videos of Events with Aligned Natural Text—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
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction—0
The Future of AI-Assisted Writing—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