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
SAGAN: A Machine Translation Approach for Cross-Lingual Textual Entailment—0
SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity—0
Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions—0
SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search—0
Same domain different discourse style - A case study on Language Resources for data-driven Machine Translation—0
Sampling Individually-Fair Rankings that are Always Group Fair—0
Sampling Through the Lens of Sequential Decision Making—0
Samsung: Align-and-Differentiate Approach to Semantic Textual Similarity—0
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives—0
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval—0
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering—0
SAR2Struct: Extracting 3D Semantic Structural Representation of Aircraft Targets from Single-View SAR Image—0
SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage—0
Satisfactory Medical Consultation based on Terminology-Enhanced Information Retrieval and Emotional In-Context Learning—0
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues—0
Scalable graph-based individual named entity identification—0
Scalable Unit Harmonization in Medical Informatics Using Bi-directional Transformers and Bayesian-Optimized BM25 and Sentence Embedding Retrieval—0
Scalable Visualisation of Sentiment and Stance—0
Scaling and compressing melodies using geometric similarity measures—0
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval—0
Scaling Up Music Information Retrieval Training with Semi-Supervised Learning—0
Scattered or Connected? An Optimized Parameter-efficient Tuning Approach for Information Retrieval—0
Scholar Name Disambiguation with Search-enhanced LLM Across Language—0
ScholarSearch: Benchmarking Scholar Searching Ability of LLMs—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