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 2151–2200 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
An Efficient Indexing and Searching Technique for Information Retrieval for Urdu Language—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—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
Multichannel LSTM-CNN for Telugu Technical Domain Identification—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—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
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
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense RepresentationsCode2
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
TINKER: A framework for Open source Cyberthreat Intelligence—0
User Engagement Prediction for Clarification in SearchCode0
Applying the Affective Aware Pseudo Association Method to Enhance the Top-N Recommendations Distribution to Users in Group Emotion Recommender Systems—0
Role of Attentive History Selection in Conversational Information SeekingCode0
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering—0
One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages—0
High-Rate Quantum Private Information Retrieval with Weakly Self-Dual Star Product Codes—0
Learning to Match Mathematical Statements with ProofsCode0
Private Linear Transformation: The Joint Privacy Case—0
A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching—0
Revamp: Enhancing Accessible Information Seeking Experience of Online Shopping for Blind or Low Vision Users—0
Structure-Aware Audio-to-Score Alignment using Progressively Dilated Convolutional Neural Networks—0
Improving Accountability in Recommender Systems Research Through Reproducibility—0
OpenMatch: An Open Source Library for Neu-IR ResearchCode1
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music taggingCode0
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
BERTaú: Itaú BERT for digital customer service—0
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track CharacteristicsCode0
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations—0
Novel Recording Studio Features for Music Information Retrieval—0
A Two-stage Framework for Compound Figure Separation—0
Medical Information Retrieval and Interpretation: A Question-Answer based Interaction Model—0
Advances and Challenges in Conversational Recommender Systems: A Survey—0
Impact of Response Latency on User Behaviour in Mobile Web Search—0
A Robust Blockchain Readiness Index Model—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