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 526–550 of 4740 papers

TitleStatusHype
Towards Computational Analysis of Pansori Singing—0
QUIDS: Query Intent Generation via Dual Space Modeling—0
Layer-of-Thoughts Prompting (LoT): Leveraging LLM-Based Retrieval with Constraint Hierarchies—0
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval—0
On the Role of Activation Functions in EEG-To-Text Decoder—0
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
MAIR: A Massive Benchmark for Evaluating Instructed RetrievalCode1
SplitLLM: Collaborative Inference of LLMs for Model Placement and Throughput Optimization—0
Agentic Information Retrieval—0
State of NLP in Kenya: A Survey—0
StepTool: A Step-grained Reinforcement Learning Framework for Tool Learning in LLMsCode1
Music Genre Classification using Large Language ModelsCode0
Performance Evaluation in Multimedia Retrieval—0
An Overview of zbMATH Open Digital Library—0
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA—0
LightRAG: Simple and Fast Retrieval-Augmented GenerationCode14
Information Discovery in e-Commerce—0
Differential TransformerCode2
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation—0
MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs—0
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks—0
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community RetrievalCode2
Ordinal Preference Optimization: Aligning Human Preferences via NDCGCode0
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation—0
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues—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