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 601–650 of 4740 papers

TitleStatusHype
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Interactive Machine Comprehension with Information Seeking AgentsCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
Answering Complex Open-domain Questions Through Iterative Query GenerationCode0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
GloVe: Global Vectors for Word RepresentationCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
Greedy Optimized Multileaving for PersonalizationCode0
An Open Source Contractual Language Understanding Application Using Machine LearningCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
A Hierarchical Deep Learning Approach for Minority Instrument DetectionCode0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
A Graph Degeneracy-based Approach to Keyword ExtractionCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
Interpretation of multi-label classification models using shapley valuesCode0
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?Code0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer RelevanceCode0
A graph-based approach to extracting narrative signals from public discourseCode0
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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