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 701–725 of 4740 papers

TitleStatusHype
A Counterfactual Explanation Framework for Retrieval Models—0
BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content—0
Annotation of Clinical Narratives in Bulgarian language—0
Annotation and Classification of Light Verbs and Light Verb Variations in Mandarin Chinese—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
Annotating Scientific Uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches—0
Annotating References to Mythological Entities in French Literature—0
A corpus of general and specific sentences from news—0
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval—0
Annotating Attribution Relations in Arabic—0
A Graph-based Readability Assessment Method using Word Coupling—0
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition—0
An Iterative Link-based Method for Parallel Web Page Mining—0
A Graph-Based Approach to Skill Extraction from Text—0
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications—0
BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity—0
Book Review: The Structure of Scientific Articles: Applications to Citation Indexing and Summarization by Simone Teufel—0
Brown University at TREC Deep Learning 2019—0
An Iterative Approach for Mining Parallel Sentences in a Comparable Corpus—0
An Issue-oriented Syllabus Retrieval System using Terminology-based Syllabus Structuring and Visualization—0
A Calibration Method for Evaluation of Sentiment Analysis—0
An Investigative Study of Multi-Modal Cross-Lingual Retrieval—0
An Intrinsic Framework of Information Retrieval Evaluation Measures—0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval—0
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website—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