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 1651–1675 of 4740 papers

TitleStatusHype
Ethical Concerns of Generative AI and Mitigation Strategies: A Systematic Mapping Study—0
Bilingual Lexicon Extraction from Comparable Corpora Using Label Propagation—0
A Graph-based Readability Assessment Method using Word Coupling—0
EVALIEX --- A Proposal for an Extended Evaluation Methodology for Information Extraction Systems—0
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings—0
Evaluating and Combining Name Entity Recognition Systems—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Evaluating Compound Splitters Extrinsically with Textual Entailment—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Evaluating D-MERIT of Partial-annotation on Information Retrieval—0
Efficient Document Ranking with Learnable Late Interactions—0
Evaluating embeddings on dictionary-based similarity—0
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences—0
Evaluating Generative Ad Hoc Information Retrieval—0
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition—0
Evaluating Information Retrieval Systems for Kids—0
Evaluating Joint Modeling of Yeast Biology Literature and Protein-Protein Interaction Networks—0
Evaluating language understanding accuracy with respect to objective outcomes in a dialogue system—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Evaluating Lexical Similarity to build Sentiment Similarity—0
Evaluating LLM Metrics Through Real-World Capabilities—0
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets—0
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset—0
Evaluating Machine Translation in Cross-lingual E-Commerce Search—0
Efficient Dependency Graph Matching with the IMS Open Corpus Workbench—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