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 676–700 of 4740 papers

TitleStatusHype
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