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 551–600 of 4740 papers

TitleStatusHype
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Improved IR-based Bug Localization with Intelligent Relevance FeedbackCode0
Improving Neural Ranking Models with Traditional IR MethodsCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
Identifying Emergent Research Trends by Key Authors and PhrasesCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based ModelsCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Human Preferences as Dueling BanditsCode0
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor SearchCode0
HybridCite: A Hybrid Model for Context-Aware Citation RecommendationCode0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profilesCode0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial LookCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual ContextCode0
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues DatasetCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
Greedy Optimized Multileaving for PersonalizationCode0
GloVe: Global Vectors for Word RepresentationCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient ApproachCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
Active learning in annotating micro-blogs dealing with e-reputationCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
AIRCADE: an Anechoic and IR Convolution-based Auralization Data-compilation EnsembleCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
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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