SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

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Showing 401–450 of 4740 papers

TitleStatusHype
Investigating Mixture of Experts in Dense Retrieval—0
SpeechPrune: Context-aware Token Pruning for Speech Information RetrievalCode1
Learned Data Compression: Challenges and Opportunities for the Future—0
Quantifying Positional Biases in Text Embedding ModelsCode0
Unsupervised Named Entity Disambiguation for Low Resource DomainsCode0
When Text Embedding Meets Large Language Model: A Comprehensive Survey—0
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model—0
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
Exploring Multidimensional Checkworthiness: Designing AI-assisted Claim Prioritization for Human Fact-checkers—0
In-Context Learning with Topological Information for Knowledge Graph Completion—0
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting—0
Spatio-temporal Latent Representations for the Analysis of Acoustic Scenes in-the-wild—0
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions—0
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
Semantic Search and Recommendation Algorithm—0
VP-MEL: Visual Prompts Guided Multimodal Entity Linking—0
Learning Cluster Representatives for Approximate Nearest Neighbor SearchCode0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
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
AyutthayaAlpha: A Thai-Latin Script Transliteration Transformer—0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview—0
Patchfinder: Leveraging Visual Language Models for Accurate Information Retrieval using Model Uncertainty—0
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language ModelsCode1
CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks—0
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science DataCode0
Future of Information Retrieval Research in the Age of Generative AI—0
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss—0
LamRA: Large Multimodal Model as Your Advanced Retrieval AssistantCode2
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
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
On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving—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
Can LLMs be Good Graph Judge for Knowledge Graph Construction?Code1
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor SearchCode1
Scholar Name Disambiguation with Search-enhanced LLM Across Language—0
Proceedings of the 6th International Workshop on Reading Music Systems—0
Multi-label Sequential Sentence Classification via Large Language ModelCode1
The Landscape of Data Reuse in Interactive Information Retrieval: Motivations, Sources, and Evaluation of Reusability—0
The Decoy Dilemma in Online Medical Information Evaluation: A Comparative Study of Credibility Assessments by LLM and Human Judges—0
A Reproducibility and Generalizability Study of Large Language Models for Query Generation—0
Open-Amp: Synthetic Data Framework for Audio Effect Foundation ModelsCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
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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