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 1001–1025 of 4740 papers

TitleStatusHype
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training—0
The Power of Noise: Redefining Retrieval for RAG SystemsCode2
LongHealth: A Question Answering Benchmark with Long Clinical DocumentsCode1
Ta'keed: The First Generative Fact-Checking System for Arabic Claims—0
Query Exposure Prediction for Groups of Documents in Rankings—0
SciMMIR: Benchmarking Scientific Multi-modal Information RetrievalCode1
It's About Time: Incorporating Temporality in Retrieval Augmented Language Models—0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode—0
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements—0
Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure AnalysisCode2
Simple Domain Adaptation for Sparse Retrievers—0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
On the selection of the correct number of terms for profile construction: theoretical and empirical analysis—0
Positive unlabeled learning for building recommender systems in a parliamentary setting—0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment—0
Publication venue recommendation using profiles based on clustering—0
Comparing Traditional and LLM-based Search for Image Geolocation—0
Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference—0
Automated Answer Validation using Text Similarity—0
InRanker: Distilled Rankers for Zero-shot Information RetrievalCode0
INTERS: Unlocking the Power of Large Language Models in Search with Instruction TuningCode3
Exploring the Best Practices of Query Expansion with Large Language ModelsCode1
Extreme Compression of Large Language Models via Additive QuantizationCode5
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios—0
Improving Tag-Clouds as Visual Information Retrieval Interfaces—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