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 851–900 of 4740 papers

TitleStatusHype
A Hybrid Approach for Document Layout Analysis in Document images—0
ExcluIR: Exclusionary Neural Information RetrievalCode0
Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI AssistantCode0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings—0
Make Your LLM Fully Utilize the ContextCode5
URL: Universal Referential Knowledge Linking via Task-instructed Representation CompressionCode0
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry—0
From Matching to Generation: A Survey on Generative Information RetrievalCode3
KamerRaad: Enhancing Information Retrieval in Belgian National Politics through Hierarchical Summarization and Conversational Interfaces—0
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous DecodingCode1
SPLATE: Sparse Late Interaction Retrieval—0
MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering—0
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE—0
Evaluation of Machine Translation Based on Semantic Dependencies and Keywords—0
Towards Human-centered Proactive Conversational Agents—0
Multi-Class Quantum Convolutional Neural Networks—0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering—0
iRAG: Advancing RAG for Videos with an Incremental Approach—0
De-DSI: Decentralised Differentiable Search IndexCode0
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor SearchCode0
Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM EraCode2
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content—0
Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question AnsweringCode1
VDTuner: Automated Performance Tuning for Vector Data Management SystemsCode1
Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey—0
Multilingual Evaluation of Semantic Textual Relatedness—0
Accessibility in Information Retrieval—0
Lightweight Multi-System Multivariate Interconnection and Divergence DiscoveryCode0
Overview of the TREC 2023 NeuCLIR Track—0
Generative Information Retrieval Evaluation—0
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native SpeakersCode0
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information RetrievalCode2
Event-enhanced Retrieval in Real-time SearchCode0
RAR-b: Reasoning as Retrieval BenchmarkCode1
Khayyam Challenge (PersianMMLU): Is Your LLM Truly Wise to The Persian Language?—0
Neural Sequence-to-Sequence Modeling with Attention by Leveraging Deep Learning Architectures for Enhanced Contextual Understanding in Abstractive Text Summarization—0
Information Retrieval with Entity Linking—0
Single-Server Pliable Private Information Retrieval with Identifiable Side Information—0
KazQAD: Kazakh Open-Domain Question Answering DatasetCode0
A Comparison of Methods for Evaluating Generative IRCode0
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph FilteringCode0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers—0
Comparative Study of Domain Driven Terms Extraction Using Large Language Models—0
A Novel Audio Representation for Music Genre Identification in MIR—0
Query Performance Prediction using Relevance Judgments Generated by Large Language ModelsCode1
Query-driven Relevant Paragraph Extraction from Legal Judgments—0
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System—0
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative TransformersCode0
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of TransformersCode1
TriviaHG: A Dataset for Automatic Hint Generation from Factoid QuestionsCode1
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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