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

Showing 401450 of 4740 papers

TitleStatusHype
audioLIME: Listenable Explanations Using Source SeparationCode1
Hyperbolic Relevance Matching for Neural Keyphrase ExtractionCode1
HPI-DHC at TREC 2018 Precision Medicine TrackCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
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
Image-based table recognition: data, model, and evaluationCode1
RAR-b: Reasoning as Retrieval BenchmarkCode1
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
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Answering Questions on COVID-19 in Real-TimeCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
Receptive-Field Regularized CNNs for Music Classification and TaggingCode1
History-Aware Conversational Dense RetrievalCode1
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidatesCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
GuP: Fast Subgraph Matching by Guard-based PruningCode1
A Deep Generative Framework for Paraphrase GenerationCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
A Statutory Article Retrieval Dataset in FrenchCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Active Learning from the WebCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event ClassificationCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
Scalable and Effective Generative Information RetrievalCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
Scaling Laws for Linear Complexity Language ModelsCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor SearchCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Self-Retrieval: End-to-End Information Retrieval with One Large Language ModelCode1
GPU Semiring Primitives for Sparse Neighborhood MethodsCode1
Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed GraphsCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified