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 1551–1575 of 4740 papers

TitleStatusHype
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
Explainable Information Retrieval: A Survey—0
Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022—0
Human in the loop approaches in multi-modal conversational task guidance system development—0
Multi-Vector Retrieval as Sparse Alignment—0
Chinese Movie Dialogue Question Answering Dataset—0
Building an Enhanced Autoregressive Document Retriever Leveraging Supervised Contrastive Learning—0
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers—0
Information retrieval system using evolutionary algorithms—0
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers—0
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation—0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—0
SciFact-Open: Towards open-domain scientific claim verificationCode1
Online Information Retrieval Evaluation using the STELLA Framework—0
Deep domain adaptation for polyphonic melody extraction—0
Stance Detection and Open Research Avenues—0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
Whole Page Unbiased Learning to Rank—0
Revision Transformers: Instructing Language Models to Change their ValuesCode0
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of LanguagesCode2
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts—0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing—0
Active Learning from the WebCode1
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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