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 3701–3725 of 4740 papers

TitleStatusHype
Predicting Answer Location Using Shallow Semantic Analogical Reasoning in a Factoid Question Answering System—0
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints—0
Predicting Document Coverage for Relation Extraction—0
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection—0
Predicting Item Survival for Multiple Choice Questions in a High-Stakes Medical Exam—0
Predicting Relevance based on Assessor Disagreement: Analysis and Practical Applications for Search Evaluation—0
Predicting Tasks in Goal-Oriented Spoken Dialog Systems using Semantic Knowledge Bases—0
Predicting the Compositionality of Multiword Expressions Using Translations in Multiple Languages—0
Predicting the relevance of distributional semantic similarity with contextual information—0
Prediction of the Realisation of an Information Need: An EEG Study—0
Preface to the Special Issue of the TAL Journal on Scholarly Document Processing—0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?—0
Preserving Multilingual Quality While Tuning Query Encoder on English Only—0
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?—0
Pre-training Methods in Information Retrieval—0
Pre-training Tasks for Embedding-based Large-scale Retrieval—0
Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese—0
Prior Disambiguation of Word Tensors for Constructing Sentence Vectors—0
Privacy in Open Search: A Review of Challenges and Solutions—0
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions—0
Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning—0
Private Counterfactual Retrieval—0
Private Counterfactual Retrieval With Immutable Features—0
Private Information Retrieval from MDS Coded Data with Colluding Servers: Settling a Conjecture by Freij-Hollanti et al.—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