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 601–625 of 4740 papers

TitleStatusHype
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
GloVe: Global Vectors for Word RepresentationCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Improving Musical Instrument Classification with Advanced Machine Learning TechniquesCode0
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 Critical Review of Recurrent Neural Networks for Sequence LearningCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
Answering Complex Open-domain Questions Through Iterative Query GenerationCode0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science DataCode0
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR ChallengeCode0
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
FARA: Future-aware Ranking Algorithm for Fairness OptimizationCode0
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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