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 251–300 of 4740 papers

TitleStatusHype
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM—0
Fast 3D point clouds retrieval for Large-scale 3D Place Recognition—0
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions—0
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement LearningCode4
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers—0
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications—0
Joint Fusion and Encoding: Advancing Multimodal Retrieval from the Ground Up—0
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
Granite Embedding Models—0
Evaluating LLMs and Pre-trained Models for Text Summarization Across Diverse Datasets—0
Rank1: Test-Time Compute for Reranking in Information RetrievalCode2
FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response—0
The GigaMIDI Dataset with Features for Expressive Music Performance DetectionCode2
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking PreferencesCode1
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking—0
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models—0
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India—0
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility ScoresCode0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance—0
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?—0
A Survey of Model Architectures in Information Retrieval—0
A Multi-Agent Perspective on Modern Information Retrieval—0
Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval—0
Judging the Judges: A Collection of LLM-Generated Relevance JudgementsCode1
In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search—0
Reproducing NevIR: Negation in Neural Information RetrievalCode0
LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models—0
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models—0
Towards Text-Image Interleaved RetrievalCode1
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval—0
VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly DetectionCode2
Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization—0
Range Retrieval with Graph-Based Indices—0
AI Mimicry and Human Dignity: Chatbot Use as a Violation of Self-Respect—0
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information RetrievalCode3
Reinforced Information Retrieval—0
ChordFormer: A Conformer-Based Architecture for Large-Vocabulary Audio Chord Recognition—0
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition—0
An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents—0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples—0
QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval—0
Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos—0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn MoreCode0
On the Effectiveness of Large Language Models in Automating Categorization of Scientific Texts—0
Group Reasoning Emission Estimation Networks—0
Hypencoder: Hypernetworks for Information Retrieval—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