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 2451–2475 of 4740 papers

TitleStatusHype
TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection—0
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention—0
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting—0
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsCode1
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization—0
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information ManagementCode1
Understanding Scanned Receipts—0
Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks—0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA—0
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Inductive and Unsupervised Representation Learning on Graph Structured Objects—0
Cross-Lingual Keyword Search for Sign Language—0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations—0
The Ontology of Bulgarian Dialects -- Architecture and Information Retrieval—0
A French Corpus for Semantic Similarity—0
Predicting Item Survival for Multiple Choice Questions in a High-Stakes Medical Exam—0
MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions—0
A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation—0
From Linguistic Resources to Ontology-Aware Terminologies: Minding the Representation Gap—0
Abstractive Text Summarization for Sanskrit Prose: A Study of Methods and Approaches—0
Exploiting Citation Knowledge in Personalised Recommendation of Recent Scientific Publications—0
Alignment Annotation for Clinic Visit Dialogue to Clinical Note Sentence Language Generation—0
Intent Recognition in Doctor-Patient Interviews—0
NoEl: An Annotated Corpus for Noun Ellipsis in English—0
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data—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