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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3226–3250 of 4740 papers

TitleStatusHype
Toward building next-generation Geocoding systems: a systematic review—0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models—0
Toward Incorporation of Relevant Documents in word2vec—0
Towards a Benchmark for Scientific Understanding in Humans and Machines—0
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme—0
Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System—0
Towards an All-Purpose Content-Based Multimedia Information Retrieval System—0
Towards a Natural Language Query Processing System—0
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models—0
Towards a robust framework for the semantic representation of temporal expressions in cultural legacy data—0
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method—0
Towards Automatic Construction of Knowledge Bases from Chinese Online Resources—0
Towards Automatic Generation of Questions from Long Answers—0
Towards Axiomatic Explanations for Neural Ranking Models—0
Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations—0
Towards Building a Multilingual Semantic Network: Identifying Interlingual Links in Wikipedia—0
Towards Building KurdNet, the Kurdish WordNet—0
Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey—0
Towards Computational Analysis of Pansori Singing—0
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval—0
Towards Creation of a Corpus for Argumentation Mining the Biomedical Genetics Research Literature—0
Towards Effective Device-Aware Federated Learning—0
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation—0
Towards Finite-State Morphology of Kurdish—0
Towards Generalizable Sentence Embeddings—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