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 1351–1375 of 4740 papers

TitleStatusHype
Sparse Meets Dense: A Hybrid Approach to Enhance Scientific Document Retrieval—0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
Information Retrieval and Classification of Real-Time Multi-Source Hurricane Evacuation Notices—0
Multimodal weighted graph representation for information extraction from visually rich documents.Code0
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models—0
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identificationCode0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models—0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM—0
ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education—0
Structured Packing in LLM Training Improves Long Context Utilization—0
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages—0
ESGReveal: An LLM-based approach for extracting structured data from ESG reports—0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online PlatformsCode0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models—0
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models—0
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off—0
Exploring Multi-Level Threats in Telegram Data with AI-Human Annotation: A Preliminary Study—0
Probing Pretrained Language Models with Hierarchy Properties—0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
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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