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 1301–1325 of 4740 papers

TitleStatusHype
Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research—0
User Modeling and User Profiling: A Comprehensive Survey—0
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning—0
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
Interactive singing melody extraction based on active adaptation—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study—0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback—0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs—0
Domain Adaptation of Multilingual Semantic Search - Literature Review—0
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification—0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials—0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish—0
Clarifying the Path to User Satisfaction: An Investigation into Clarification UsefulnessCode0
Multiclass Learning from Noisy Labels for Non-decomposable Performance MeasuresCode0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
PICS: Pipeline for Image Captioning and Search—0
Cumulative Distribution Function based General Temporal Point Processes—0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres—0
Global-Liar: Factuality of LLMs over Time and Geographic Regions—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