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 1601–1625 of 4740 papers

TitleStatusHype
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval—0
Selective Query Processing: a Risk-Sensitive Selection of System Configurations—0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
Efficient and Effective Tree-based and Neural Learning to Rank—0
Soft Prompt Decoding for Multilingual Dense Retrieval—0
NevIR: Negation in Neural Information RetrievalCode0
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation-, and Assistance-Systems—0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection—0
Evaluating Embedding APIs for Information Retrieval—0
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched DataCode0
Ranking & Reweighting Improves Group Distributional Robustness—0
The Role of Relevance in Fair RankingCode0
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
Category-Oriented Representation Learning for Image to Multi-Modal Retrieval—0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting—0
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view—0
Quantifying the Dissimilarity of TextsCode0
Inference at Scale Significance Testing for Large Search and Recommendation Experiments—0
CHIC: Corporate Document for Visual question Answering—0
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval—0
Transfer of knowledge among instruments in automatic music transcription—0
Synthetic Cross-language Information Retrieval Training Data—0
Topic-oriented Adversarial Attacks against Black-box Neural Ranking ModelsCode0
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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