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 801–825 of 4740 papers

TitleStatusHype
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
Learning to Weight for Text ClassificationCode0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open DatasetsCode0
Length is a Curse and a Blessing for Document-level SemanticsCode0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
Automatic Context Pattern Generation for Entity Set ExpansionCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance DegradationCode0
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
Linguistically Informed Masking for Representation Learning in the Patent DomainCode0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language ModelsCode0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking ModelsCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
Empirical Evaluation of Four Tensor Decomposition AlgorithmsCode0
Efficient Training of Retrieval Models using Negative CacheCode0
Automated WordNet Construction Using Word EmbeddingsCode0
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint QueriesCode0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
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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