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 2801–2825 of 4740 papers

TitleStatusHype
I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions—0
Icing on the Cake: Automatic Code Summarization at Ericsson—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
Icon Based Information Retrieval and Disease Identification in Agriculture—0
ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge—0
Identification of Multiword Expressions in the brWaC—0
Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers—0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search—0
Identifying Emotional and Informational Support in Online Health Communities—0
Identifying Important Features for Graph Retrieval—0
Identifying Key Concepts from EHR Notes Using Domain Adaptation—0
Identifying Key Terms in Prompts for Relevance Evaluation with GPT Models—0
Identifying Phrasal Verbs Using Many Bilingual Corpora—0
Identifying Referenced Text in Scientific Publications by Summarisation and Classification Techniques—0
Identifying science concepts and student misconceptions in an interactive essay writing tutor—0
Identifying Semantic Edit Intentions from Revisions in Wikipedia—0
Identifying Temporal Orientation of Word Senses—0
Identifying Untyped Relation Mentions in a Corpus given an Ontology—0
IDentity with Locality: An ideal hash for gene sequence search—0
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval—0
IHS-RD-Belarus at SemEval-2016 Task 1: Multistage Approach for Measuring Semantic Similarity—0
IIRG: A Naive Approach to Evaluating Phrasal Semantics—0
IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner—0
IITD-DBAI: Multi-Stage Retrieval with Pseudo-Relevance Feedback and Query Reformulation—0
IITP at AILA 2019: System Report for Artificial Intelligence for Legal Assistance Shared Task—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