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 751–775 of 4740 papers

TitleStatusHype
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
Beyond Words: Deep Learning for Multiword Expressions and Collocations—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
An Intent Taxonomy of Legal Case Retrieval—0
Biased Dueling Bandits with Stochastic Delayed Feedback—0
Biber Redux: Reconsidering Dimensions of Variation in American English—0
Bibliometric-enhanced Information Retrieval 10th Anniversary Workshop Edition—0
Bibliometric-enhanced Information Retrieval: 2nd International BIR Workshop—0
Bibliometric-Enhanced Information Retrieval: 3rd International BIR Workshop—0
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop—0
Bibliometrics and Information Retrieval: Creating Knowledge through Research Synergies—0
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research—0
Better Retrieval May Not Lead to Better Question Answering—0
An Iterative Approach for Mining Parallel Sentences in a Comparable Corpus—0
Bi-directional Mapping of Morphology Metrics and 3D City Blocks for Enhanced Characterization and Generation of Urban Form—0
Agentic Information Retrieval—0
Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank—0
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3—0
Bilingual Lexicon Extraction via Pivot Language and Word Alignment Tool—0
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations—0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus—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