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 1601–1650 of 4740 papers

TitleStatusHype
Bilingual Sentence Alignment of a Parallel Corpus by Using English as a Pivot Language—0
Efficient Reuse of Structured and Unstructured Resources for Ontology Population—0
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data—0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—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
Annotating References to Mythological Entities in French Literature—0
A corpus of general and specific sentences from news—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
Efficient Optimization for Rank-based Loss Functions—0
Efficient Optimization for Average Precision SVM—0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—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
Efficient Neural Query Auto Completion—0
Enhancing Translation Language Models with Word Embedding for Information Retrieval—0
Efficient Methods for Natural Language Processing: A Survey—0
ENIAM: Categorial Syntactic-Semantic Parser for Polish—0
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations—0
Enriching Cold Start Personalized Language Model Using Social Network Information—0
Enriching Conversation Context in Retrieval-based Chatbots—0
Enriching SerbianWordNet and Electronic Dictionaries with Terms from the Culinary Domain—0
Enrichment of Bilingual Dictionary through News Stream Data—0
Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation—0
ENST-Drums: an extensive audio-visual database for drum signals processing—0
Annotating Attribution Relations in Arabic—0
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search—0
Entities of Interest—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
Efficient Long Context Language Model Retrieval with Compression—0
Bilingual Lexicon Extraction via Pivot Language and Word Alignment Tool—0
Entity Hierarchy Embedding—0
Entity resolution for noisy ASR transcripts—0
Entity Summarization: State of the Art and Future Challenges—0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding—0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations—0
Epistemic AI platform accelerates innovation by connecting biomedical knowledge—0
Bilingual Lexicon Extraction from Comparable Corpora Using Label Propagation—0
Ericson: An Interactive Open-Domain Conversational Search Agent—0
A Graph-based Readability Assessment Method using Word Coupling—0
Error tracking in search engine development—0
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Efficient Document Ranking with Learnable Late Interactions—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