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 301–325 of 4740 papers

TitleStatusHype
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP TasksCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Chatting Makes Perfect: Chat-based Image RetrievalCode1
An Adversarial Imitation Click Model for Information RetrievalCode1
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool LearningCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
An Approach to Ensure Fairness in News ArticlesCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information ManagementCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Can LLMs be Good Graph Judge for Knowledge Graph Construction?Code1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
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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