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 3051–3075 of 4740 papers

TitleStatusHype
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving—0
Knowledge Graphs Querying—0
Knowledge Portability with Semantic Expansion of Ontology Labels—0
Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference—0
Knowledge Representation with Conceptual Spaces—0
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking—0
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher—0
Korean Word-Sense Disambiguation Using Parallel Corpus as Additional Resource—0
KS_JU@DPIL-FIRE2016:Detecting Paraphrases in Indian Languages Using Multinomial Logistic Regression Model—0
Labeling Documents with Timestamps: Learning from their Time Expressions—0
Labeling of Query Words using Conditional Random Field—0
LaMDA: Language Models for Dialog Applications—0
LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs—0
Language adaptation experiments via cross-lingual embeddings for related languages—0
Language diversity and implications for Language technology in the Multilingual Europe—0
Language Identification in Code-Switching Scenario—0
Language Identification using Classifier Ensembles—0
Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs—0
Large Language Models Can Be Used to Estimate the Latent Positions of Politicians—0
Large Language Models for Judicial Entity Extraction: A Comparative Study—0
Large Language Models for Relevance Judgment in Product Search—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