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 3026–3050 of 4740 papers

TitleStatusHype
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements—0
Keyphrase Extraction in Scientific Articles: A Supervised Approach—0
Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface—0
Keyword-based Natural Language Premise Selection for an Automatic Mathematical Statement Proving—0
Keywords, phrases, clauses and sentences: topicality, indicativeness and informativeness at scales—0
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval—0
KG-RAG: Bridging the Gap Between Knowledge and Creativity—0
Khayyam Challenge (PersianMMLU): Is Your LLM Truly Wise to The Persian Language?—0
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads—0
Kinit Classification in Ethiopian Chants, Azmaris and Modern Music: A New Dataset and CNN Benchmark—0
KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus—0
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer—0
KLUCB Approach to Copeland Bandits—0
KnCe2013-CORE:Semantic Text Similarity by use of Knowledge Bases—0
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge—0
Approximate k-NN Graph Construction: a Generic Online Approach—0
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator—0
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge—0
Knowledge-based Query Expansion in Real-Time Microblog Search—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Knowledge-Driven Event Embedding for Stock Prediction—0
Knowledge-Enhanced Named Entity Disambiguation for Short Text—0
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering—0
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries—0
Knowledge Graph Embedding with Hierarchical Relation Structure—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