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

Showing 351400 of 4740 papers

TitleStatusHype
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
History-Aware Conversational Dense RetrievalCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source SeparationCode1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information RetrievalCode1
ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question AnsweringCode1
Complex Knowledge Base Question Answering: A SurveyCode1
GFTE: Graph-based Financial Table ExtractionCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item AnnotationCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
Contrastive Audio-Language Learning for MusicCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
Conversational Document Prediction to Assist Customer Care AgentsCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
Conversational Entity Linking: Problem Definition and DatasetsCode1
HPI-DHC at TREC 2018 Precision Medicine TrackCode1
CoRT: Complementary Rankings from TransformersCode1
Corpus-Steered Query Expansion with Large Language ModelsCode1
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language IntentCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
ASPIRE: Assistive System for Performance Evaluation in IRCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-LearningCode1
A Statutory Article Retrieval Dataset in FrenchCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
A Deep Generative Framework for Paraphrase GenerationCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
PairDistill: Pairwise Relevance Distillation for Dense RetrievalCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
C-STS: Conditional Semantic Textual SimilarityCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
DebateSum: A large-scale argument mining and summarization datasetCode1
Persian Keyphrase Generation Using Sequence-to-Sequence ModelsCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Few-Shot Generative Conversational Query RewritingCode1
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous DecodingCode1
PlenoptiCam v1.0: A light-field imaging frameworkCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
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