SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 4740 papers

TitleStatusHype
GFTE: Graph-based Financial Table ExtractionCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Active Learning from the WebCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
Few-Shot Generative Conversational Query RewritingCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed GraphsCode1
Audio Embeddings as Teachers for Music ClassificationCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)Code1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Automatic Generation of Topic LabelsCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
Do Music Generation Models Encode Music Theory?Code1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event ClassificationCode1
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor SearchCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
Show:102550
← PrevPage 4 of 95Next →
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