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 2176–2200 of 4740 papers

TitleStatusHype
Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)—0
Improving Domain-Specific Retrieval by NLI Fine-Tuning—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
A Multilingual Test Collection for the Semantic Search of Entity Categories—0
Inference for Regression with Variables Generated by AI or Machine Learning—0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval—0
Improving distributional thesauri by exploring the graph of neighbors—0
Content Models for Survey Generation: A Factoid-Based Evaluation—0
Improving Distributed Representations of Tweets - Present and Future—0
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering—0
Context-Aware Neural Model for Temporal Information Extraction—0
Improving information retrieval through correspondence analysis instead of latent semantic analysis—0
Improving K-Nearest Neighbor Efficacy for Farsi Text Classification—0
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities—0
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling—0
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation—0
A Survey of Controllable Learning: Methods and Applications in Information Retrieval—0
Context-Efficient Retrieval with Factual Decomposition—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
A Survey of Large Language Model Agents for Question Answering—0
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur \& Antiqua Models and Image Preprocessing—0
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction—0
A Deep Learning Based Approach to Transliteration—0
Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization—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