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 2851–2900 of 4740 papers

TitleStatusHype
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguisticsCode0
Proximity Full-Text Search by Means of Additional Indexes with Multi-component Keys: In Pursuit of Optimal Performance—0
Revisiting Iterative Relevance Feedback for Document and Passage Retrieval—0
Searching for Relevant Lessons Learned Using Hybrid Information Retrieval Classifiers: A Case Study in Software Engineering—0
MergeDTS: A Method for Effective Large-Scale Online Ranker EvaluationCode0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval—0
Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop—0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross EntropyCode0
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions—0
FCA_Retrieval: A Multi-operator Algorithm for Information Retrieval from Binary Concept Lattice—0
Scalable graph-based individual named entity identification—0
Novelty and Coverage in context-based information filtering—0
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies—0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
End-to-End Retrieval in Continuous Space—0
Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes—0
Answering Science Exam Questions Using Query Reformulation with Background Knowledge—0
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval—0
Survey of Computational Approaches to Lexical Semantic Change—0
Melodic Phrase Segmentation By Deep Neural Networks—0
An Analysis of the Semantic Annotation Task on the Linked Data Cloud—0
Embedding Electronic Health Records for Clinical Information Retrieval—0
ReDecode Framework for Iterative Improvement in Paraphrase Generation—0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Representation Learning by Reconstructing Neighborhoods—0
Team UMBC-FEVER : Claim verification using Semantic Lexical Resources—0
OpenKE: An Open Toolkit for Knowledge EmbeddingCode0
MindLab Neural Network Approach at BioASQ 6B—0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer—0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs—0
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks—0
A mostly unlexicalized model for recognizing textual entailment—0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
An Interface for Annotating Science Questions—0
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)—0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Task Proposal: The TL;DR Challenge—0
Detecting Code-Switching between Turkish-English Language Pair—0
Results of the sixth edition of the BioASQ Challenge—0
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification—0
CLEAR -- Simple Corpus for Medical French—0
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds—0
MULAN: A Blind and Off-Grid Method for Multichannel Echo RetrievalCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information RetrievalCode0
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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