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 976–1000 of 4740 papers

TitleStatusHype
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs—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
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
Domain Adaptation of Multilingual Semantic Search - Literature Review—0
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification—0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials—0
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
Clarifying the Path to User Satisfaction: An Investigation into Clarification UsefulnessCode0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish—0
PICS: Pipeline for Image Captioning and Search—0
Multiclass Learning from Noisy Labels for Non-decomposable Performance MeasuresCode0
Cumulative Distribution Function based General Temporal Point Processes—0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres—0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels—0
Global-Liar: Factuality of LLMs over Time and Geographic Regions—0
When Large Language Models Meet Vector Databases: A SurveyCode3
History-Aware Conversational Dense RetrievalCode1
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning—0
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training—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