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 1051–1100 of 4740 papers

TitleStatusHype
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient ApproachCode0
A Qualitative Study on Using ChatGPT for Software Security: Perception vs. Practicality—0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering—0
JaColBERTv2.5: Optimising Multi-Vector Retrievers to Create State-of-the-Art Japanese Retrievers with Constrained Resources—0
Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription—0
LawLLM: Law Large Language Model for the US Legal System—0
A Survey Forest Diagram : Gain a Divergent Insight View on a Specific Research Topic—0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval—0
NV-Retriever: Improving text embedding models with effective hard-negative mining—0
Training Zero-Shot Generalizable End-to-End Task-Oriented Dialog System Without Turn-level Dialog Annotations—0
Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective—0
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
Crafting the Path: Robust Query Rewriting for Information Retrieval—0
Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature Review—0
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities—0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries—0
ClaimCompare: A Data Pipeline for Evaluation of Novelty Destroying Patent PairsCode0
Interactions with Generative Information Retrieval Systems—0
The Interpretation Gap in Text-to-Music Generation Models—0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation—0
Mitigating Entity-Level Hallucination in Large Language ModelsCode0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation SystemsCode0
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance DegradationCode0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions—0
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection—0
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability—0
Polyphonic Piano Music Transcription System Exploiting Mutual Correlations of Different Musical Note States—0
Large Language Models for Judicial Entity Extraction: A Comparative Study—0
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models—0
A Survey of Controllable Learning: Methods and Applications in Information Retrieval—0
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval—0
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I—0
Preserving Multilingual Quality While Tuning Query Encoder on English Only—0
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components—0
Deep Domain Specialisation for single-model multi-domain learning to rank—0
Evaluation of Temporal Change in IR Test CollectionsCode0
Potential Renovation of Information Search Process with the Power of Large Language Model for Healthcare—0
Doc2Token: Bridging Vocabulary Gap by Predicting Missing Tokens for E-commerce Search—0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
BioMNER: A Dataset for Biomedical Method Entity Recognition—0
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders—0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers—0
Context Matters: An Empirical Study of the Impact of Contextual Information in Temporal Question Answering Systems—0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models—0
Efficient Document Ranking with Learnable Late Interactions—0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens—0
Modulating Language Model Experiences through Frictions—0
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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