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
On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory—0
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering—0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview—0
AyutthayaAlpha: A Thai-Latin Script Transliteration Transformer—0
Future of Information Retrieval Research in the Age of Generative AI—0
Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty—0
CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks—0
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science DataCode0
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss—0
Improving Vietnamese Legal Document Retrieval using Synthetic Data—0
ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain—0
Retrieval-guided Cross-view Image Synthesis—0
On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task—0
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation—0
Novel Class Discovery for Open Set Raga Classification—0
2D Matryoshka Training for Information RetrievalCode0
Scholar Name Disambiguation with Search-enhanced LLM Across Language—0
Proceedings of the 6th International Workshop on Reading Music Systems—0
The Decoy Dilemma in Online Medical Information Evaluation: A Comparative Study of Credibility Assessments by LLM and Human Judges—0
The Landscape of Data Reuse in Interactive Information Retrieval: Motivations, Sources, and Evaluation of Reusability—0
A Reproducibility and Generalizability Study of Large Language Models for Query Generation—0
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems—0
Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation—0
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model—0
A Comparative Study of Text Retrieval Models on DaReCzech—0
Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios—0
Private Counterfactual Retrieval With Immutable Features—0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial LookCode0
Neural Corrective Machine Unranking—0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
Information Need in Metaverse Recordings - A Field Study—0
A Transformer-Based Visual Piano Transcription Algorithm—0
Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval—0
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation—0
Veri-Car: Towards Open-world Vehicle Information Retrieval—0
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?Code0
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust—0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models—0
TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein EngineeringCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Mitigating Hallucination with ZeroG: An Advanced Knowledge Management Engine—0
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?—0
RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval—0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models—0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
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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