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 4601–4625 of 4740 papers

TitleStatusHype
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to RankCode0
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and RetrievalCode0
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n RecommendationCode0
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A PlatformsCode0
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual EntailmentCode0
LegiLM: A Fine-Tuned Legal Language Model for Data ComplianceCode0
Challenge Dataset of Cognates and False Friend Pairs from Indian LanguagesCode0
URL: Universal Referential Knowledge Linking via Task-instructed Representation CompressionCode0
Recognition of Sarcasms in Tweets Based on Concept Level Sentiment Analysis and Supervised Learning ApproachesCode0
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal TextCode0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
Length is a Curse and a Blessing for Document-level SemanticsCode0
The Role of Relevance in Fair RankingCode0
SUT: a new multi-purpose synthetic dataset for Farsi document image analysisCode0
Adversarial Hubness in Multi-Modal RetrievalCode0
A Study on Broadcast Networks for Music Genre ClassificationCode0
Recognizing Musical Entities in User-generated ContentCode0
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguisticsCode0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
On the Effect of Low-Frequency Terms on Neural-IR ModelsCode0
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTsCode0
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial DocumentsCode0
Use of Deep Learning in Modern Recommendation System: A Summary of Recent WorksCode0
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust ModelsCode0
Visually Grounded VQA by Lattice-based RetrievalCode0
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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