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 2151–2175 of 4740 papers

TitleStatusHype
The effects of having lists of synonyms on the performance of Afaan Oromo Text Retrieval system—0
Simplified Data Wrangling with ir_datasetsCode1
A Linguistic Study on Relevance Modeling in Information Retrieval—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
An Efficient Indexing and Searching Technique for Information Retrieval for Urdu Language—0
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation—0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
Learning to Truncate Ranked Lists for Information Retrieval—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
Multichannel LSTM-CNN for Telugu Technical Domain Identification—0
Neural ranking models for document retrieval—0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification—0
Neural Feature Selection for Learning to Rank—0
Entities of Interest—0
How are journals cited? characterizing journal citations by type of citation—0
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense RepresentationsCode2
KBCNMUJAL@HASOC-Dravidian-CodeMix-FIRE2020: Using Machine Learning for Detection of Hate Speech and Offensive Code-Mixed Social Media text—0
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion—0
Robust PDF Document Conversion Using Recurrent Neural Networks—0
Information Ranking Using Optimum-Path Forest—0
NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of SortingCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Biomedical Question Answering: A Survey of Approaches and Challenges—0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
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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