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 651–700 of 4740 papers

TitleStatusHype
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization—0
Pairwise Judgment Formulation for Semantic Embedding Model in Web Search—0
Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions—0
Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments—0
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented GenerationCode4
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG—0
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio—0
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
MindSearch: Mimicking Human Minds Elicits Deep AI SearcherCode9
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
Semi-Supervised Contrastive Learning of Musical RepresentationsCode1
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities—0
Crafting the Path: Robust Query Rewriting for Information Retrieval—0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries—0
Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature Review—0
ClaimCompare: A Data Pipeline for Evaluation of Novelty Destroying Patent PairsCode0
Scientific QA System with Verifiable AnswersCode2
Interactions with Generative Information Retrieval Systems—0
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented GenerationCode2
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
PersonaRAG: Enhancing Retrieval-Augmented Generation Systems with User-Centric AgentsCode2
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation SystemsCode0
Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-trainingCode1
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
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability—0
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection—0
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution PerspectiveCode3
PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning MethodsCode7
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
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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