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 2951–2975 of 4740 papers

TitleStatusHype
Interactive Visual Exploration of Topic Models using Graphs—0
Interest Analysis using PageRank and Social Interaction Content—0
Intermediate Distillation: Data-Efficient Distillation from Black-Box LLMs for Information Retrieval—0
International Speech Communication Association Distinguished Lecture: Principles and Design of a System for Academic Information Retrieval based on Human-Machine Dialogue—0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
Interpretable Emoji Prediction via Label-Wise Attention LSTMs—0
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction—0
Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation—0
Interpreting Consumer Health Questions: The Role of Anaphora and Ellipsis—0
Introducing a Framework for the Evaluation of Music Detection Tools—0
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction—0
Introducing the Swedish Kelly-list, a new lexical e-resource for Swedish—0
Introduction to a Proofreading Tool for Chinese Spelling Check Task of SIGHAN-8—0
Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields—0
Introductory review to quantum information retrieval—0
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation—0
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval—0
Investigating Mixture of Experts in Dense Retrieval—0
Investigating non-classical correlations between decision fused multi-modal documents—0
Investigating Retrieval Method Selection with Axiomatic Features—0
Investigating the Image of Entities in Social Media: Dataset Design and First Results—0
Investigating the Influence of Legal Case Retrieval Systems on Users' Decision Process—0
In Your Eyes: Identifying Clich\'es in Song Lyrics—0
IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data—0
iRAG: Advancing RAG for Videos with an Incremental Approach—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