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
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval—0
Cross-Lingual Learning-to-Rank with Shared Representations—0
Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview—0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks—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
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval—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
Cross-Lingual Keyword Search for Sign Language—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
A Trio Neural Model for Dynamic Entity Relatedness Ranking—0
Enhancing Translation Language Models with Word Embedding for Information Retrieval—0
Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription—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
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
Book Reviews: Natural Language Processing for Social Media by Atefeh Farzindar and Diana Inkpen—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
Book Review: The Structure of Scientific Articles: Applications to Citation Indexing and Summarization by Simone Teufel—0
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings—0
Entity Hierarchy Embedding—0
Entity resolution for noisy ASR transcripts—0
Entity Summarization: State of the Art and Future Challenges—0
Entity Type Prediction in Knowledge Graphs using Embeddings—0
Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding—0
Entropy and Graph Based Modelling of Document Coherence using Discourse Entities: An Application—0
Epistemic AI platform accelerates innovation by connecting biomedical knowledge—0
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models—0
Ericson: An Interactive Open-Domain Conversational Search Agent—0
Bootstrapping Term Extractors for Multiple Languages—0
Error tracking in search engine development—0
ESGReveal: An LLM-based approach for extracting structured data from ESG reports—0
Cross-Lingual Information Retrieval and Semantic Interoperability for Cultural Heritage Repositories—0
Establishing a Foundation for Tetun Ad-Hoc Text Retrieval: Stemming, Indexing, Retrieval, and Ranking—0
Advances and Challenges in Conversational Recommender Systems: A Survey—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