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 2276–2300 of 4740 papers

TitleStatusHype
Information structure in the Potsdam Commentary Corpus: Topics—0
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns—0
Informed Group-Sparse Representation for Singing Voice Separation—0
Improving Clinical Diagnosis Inference through Integration of Structured and Unstructured Knowledge—0
A Survey of Arabic Named Entity Recognition and Classification—0
Improving Citation Polarity Classification with Product Reviews—0
In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search—0
CoProver: A Recommender System for Proof Construction—0
InsertRank: LLMs can reason over BM25 scores to Improve Listwise Reranking—0
Insights into Entity Name Evolution on Wikipedia—0
Improving Calculation of Contextual Similarity for Constructing a Bilingual Dictionary via a Third Language—0
Content Based Document Recommender using Deep Learning—0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning—0
iRAG: Advancing RAG for Videos with an Incremental Approach—0
Integrating Knowledge from Latent and Explicit Features for Triple Scoring - Team Radicchio's Triple Scorer at WSDM Cup 2017—0
Integrating Query Performance Prediction in Term Scoring for Diachronic Thesaurus—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
Coreference Resolution to Support IE from Indian Classical Music Forums—0
ISCAS\_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features—0
Intelligent Conversational Android ERICA Applied to Attentive Listening and Job Interview—0
Intelligent information extraction based on artificial neural network—0
Intelligent Topic Selection for Low-Cost Information Retrieval Evaluation: A New Perspective on Deep vs. Shallow Judging—0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks—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