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
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
A Truly Constant-time Distribution-aware Negative Sampling—0
Cross-Lingual Learning-to-Rank with Shared Representations—0
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models—0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy—0
Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview—0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Enhancing Lemmatization for Mongolian and its Application to Statistical Machine Translation—0
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques—0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
Evaluating Text Segmentation using Boundary Edit Distance—0
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions—0
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials—0
Enhancing Scientific Figure Captioning Through Cross-modal Learning—0
Enhancing search engine precision and user experience through sentiment-based polysemy resolution—0
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval—0
Enhancing Translation Language Models with Word Embedding for Information Retrieval—0
Cross-Lingual Keyword Search for Sign Language—0
ENIAM: Categorial Syntactic-Semantic Parser for Polish—0
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline—0
Enriching Cold Start Personalized Language Model Using Social Network Information—0
A Trio Neural Model for Dynamic Entity Relatedness Ranking—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