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 101–150 of 4740 papers

TitleStatusHype
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information RetrievalCode2
RetroMAE v2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language ModelsCode2
Infinite Recommendation Networks: A Data-Centric ApproachCode2
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?Code2
SUQL: Conversational Search over Structured and Unstructured Data with Large Language ModelsCode2
The GigaMIDI Dataset with Features for Expressive Music Performance DetectionCode2
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational AgentsCode2
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of RerankersCode2
FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity SearchCode2
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure AnalysisCode2
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph CompletionCode2
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsCode2
FinBERT-QA: Financial Question Answering with pre-trained BERT Language ModelsCode2
Evaluation of Retrieval-Augmented Generation: A SurveyCode2
FIRST: Faster Improved Listwise Reranking with Single Token DecodingCode2
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed AudioCode2
AIR-Bench: Automated Heterogeneous Information Retrieval BenchmarkCode2
Autonomous GIS: the next-generation AI-powered GISCode2
A Foundation Model for Music InformaticsCode2
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information RetrievalCode2
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based RetrieversCode2
GENIUS: A Generative Framework for Universal Multimodal SearchCode2
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow InstructionsCode2
MidiCaps: A large-scale MIDI dataset with text captionsCode2
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor SearchCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
Do Music Generation Models Encode Music Theory?Code1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event ClassificationCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Adaptive Machine Translation with Large Language ModelsCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
Deep metric learning using Triplet networkCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
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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