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 451–500 of 4740 papers

TitleStatusHype
Audio Embeddings as Teachers for Music ClassificationCode1
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous GraphCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Shopping Queries Image Dataset (SQID): An Image-Enriched ESCI Dataset for Exploring Multimodal Learning in Product SearchCode1
AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge AugmentationCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging FaceCode1
Spectrogram-channels u-net: a source separation model viewing each channel as the spectrogram of each sourceCode1
SPLADE v2: Sparse Lexical and Expansion Model for Information RetrievalCode1
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional SportsCode1
SRTK: A Toolkit for Semantic-relevant Subgraph RetrievalCode1
StacMR: Scene-Text Aware Cross-Modal RetrievalCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection MethodsCode1
Synthetic Test Collections for Retrieval EvaluationCode1
Syntriever: How to Train Your Retriever with Synthetic Data from LLMsCode1
TARexp: A Python Framework for Technology-Assisted Review ExperimentsCode1
Template-Based Financial Report Generation in Agentic and Decomposed Information RetrievalCode1
Generative Retrieval via Term Set GenerationCode1
Text Segmentation by Cross Segment AttentionCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
The Music Streaming Sessions DatasetCode1
The Quantified Boolean Bayesian Network: Theory and Experiments with a Logical Graphical ModelCode1
Automatic Generation of Topic LabelsCode1
Adaptive Machine Translation with Large Language ModelsCode1
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic MusicCode1
Toward Conversational Agents with Context and Time Sensitive Long-term MemoryCode1
Towards Musically Meaningful Explanations Using Source SeparationCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
TriviaHG: A Dataset for Automatic Hint Generation from Factoid QuestionsCode1
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding LearningCode1
Exploring the Best Practices of Query Expansion with Large Language ModelsCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
A Collection of Scholarly Book Reviews from the Platforms of electronic sources in Humanities and Social Sciences OpenEdition.org—0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
A Machine Learning Framework for Authorship Identification From Texts—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
A dataset and baselines for sequential open-domain question answering—0
A Survey on Graph Neural Networks for Knowledge Graph Completion—0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
AR Visualization System for Ship Detection and Recognition Based on AI—0
AlvisAE: a collaborative Web text annotation editor for knowledge acquisition—0
A data-driven strategy to combine word embeddings in information retrieval—0
A Rule Based Lightweight Bengali Stemmer—0
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval—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