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 3076–3100 of 4740 papers

TitleStatusHype
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong—0
Large Language Models: New Opportunities for Access to Science—0
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios—0
Large-Margin Learning of Submodular Summarization Models—0
Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus—0
Large scale biomedical texts classification: a kNN and an ESA-based approaches—0
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents—0
Large Scale Question Answering using Tourism Data—0
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning—0
Late multimodal fusion for image and audio music transcription—0
Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition—0
Latent Semantic Matching: Application to Cross-language Text Categorization without Alignment Information—0
Latent-variable Private Information Retrieval—0
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India—0
Layer-of-Thoughts Prompting (LoT): Leveraging LLM-Based Retrieval with Constraint Hierarchies—0
Layer-wise Investigation of Large-Scale Self-Supervised Music Representation Models—0
LCQMC:A Large-scale Chinese Question Matching Corpus—0
LDC Language Resource Database: Building a Bibliographic Database—0
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents—0
LD-SDS: Towards an Expressive Spoken Dialogue System based on Linked-Data—0
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation—0
Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search—0
Learned Data Compression: Challenges and Opportunities for the Future—0
Learning a Lie Algebra from Unlabeled Data Pairs—0
Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval—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