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 1651–1700 of 4740 papers

TitleStatusHype
Ethical Concerns of Generative AI and Mitigation Strategies: A Systematic Mapping Study—0
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations—0
Annotating Attribution Relations in Arabic—0
EVALIEX --- A Proposal for an Extended Evaluation Methodology for Information Extraction Systems—0
Efficient Long Context Language Model Retrieval with Compression—0
Evaluating and Combining Name Entity Recognition Systems—0
Bilingual Lexicon Extraction via Pivot Language and Word Alignment Tool—0
Evaluating Compound Splitters Extrinsically with Textual Entailment—0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Evaluating D-MERIT of Partial-annotation on Information Retrieval—0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations—0
Evaluating embeddings on dictionary-based similarity—0
Bilingual Lexicon Extraction from Comparable Corpora Using Label Propagation—0
Evaluating Generative Ad Hoc Information Retrieval—0
A Graph-based Readability Assessment Method using Word Coupling—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 Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings—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
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus—0
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety—0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing—0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Evaluating Stochastic Rankings with Expected Exposure—0
Evaluating Temporal Persistence Using Replicability Measures—0
Evaluating Text Segmentation using Boundary Edit Distance—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Evaluating the Impact of Using a Domain-specific Bilingual Lexicon on the Performance of a Hybrid Machine Translation Approach—0
Evaluating the reliability of acoustic speech embeddings—0
Evaluating the Retrieval Component in LLM-Based Question Answering Systems—0
Efficient Document Ranking with Learnable Late Interactions—0
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences—0
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition—0
Evaluating Topic Coherence Using Distributional Semantics—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Evaluating Web-as-corpus Topical Document Retrieval with an Index of the OpenDirectory—0
Evaluation-as-a-Service: Overview and Outlook—0
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation—0
Efficient Dependency Graph Matching with the IMS Open Corpus Workbench—0
Evaluation Evaluation a Monte Carlo study—0
Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank—0
Evaluation methods for unsupervised word embeddings—0
Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction—0
An Iterative Link-based Method for Parallel Web Page Mining—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