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 3351–3375 of 4740 papers

TitleStatusHype
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps—0
Mining Search Query Logs for Spoken Language Understanding—0
Mining the Gaps: Towards Polynomial Summarization—0
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL—0
Missed opportunities in translation memory matching—0
Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing—0
Mitigating Hallucination with ZeroG: An Advanced Knowledge Management Engine—0
Mitigation Procedures to Rank Experts through Information Retrieval Measures—0
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge—0
MITRE: Seven Systems for Semantic Similarity in Tweets—0
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Category-Oriented Representation Learning for Image to Multi-Modal Retrieval—0
Mixing in Some Knowledge: Enriched Context Patterns for Bayesian Word Sense Induction—0
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs—0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi—0
Modality: logic, semantics, annotation and machine learning—0
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention—0
Modeling, Managing, Exposing, and Linking Ontologies with a Wiki-based Tool—0
Modeling Product Search Relevance in e-Commerce—0
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Modeling Review Argumentation for Robust Sentiment Analysis—0
Modeling Social Annotation Data with Content Relevance using a Topic Model—0
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities—0
Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval—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