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 1201–1250 of 4740 papers

TitleStatusHype
Language Fairness in Multilingual Information RetrievalCode0
Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'Code0
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation—0
Multi-hop Question Answering over Knowledge Graphs using Large Language Models—0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary CreationCode0
When to Retrieve: Teaching LLMs to Utilize Information Retrieval EffectivelyCode0
Enhancement of Subjective Content Descriptions by using Human Feedback—0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
Utilizing Large Language Models for Information Extraction from Real Estate Transactions—0
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
URL: Universal Referential Knowledge Linking via Task-instructed Representation CompressionCode0
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry—0
KamerRaad: Enhancing Information Retrieval in Belgian National Politics through Hierarchical Summarization and Conversational Interfaces—0
SPLATE: Sparse Late Interaction Retrieval—0
Evaluation of Machine Translation Based on Semantic Dependencies and Keywords—0
MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering—0
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE—0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering—0
Multi-Class Quantum Convolutional Neural Networks—0
Towards Human-centered Proactive Conversational Agents—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
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content—0
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
Generative Information Retrieval Evaluation—0
Overview of the TREC 2023 NeuCLIR Track—0
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native SpeakersCode0
Event-enhanced Retrieval in Real-time SearchCode0
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-driven Relevant Paragraph Extraction from Legal Judgments—0
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative TransformersCode0
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System—0
Decoy Effect In Search Interaction: Understanding User Behavior and Measuring System Vulnerability—0
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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