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 3551–3575 of 4740 papers

TitleStatusHype
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages—0
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval—0
Zeroshot Listwise Learning to Rank Algorithm for Recommendation—0
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval—0
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers—0
Zoom: SSD-based Vector Search for Optimizing Accuracy, Latency and Memory—0
Multi-Lingual Sentiment Analysis of Social Data Based on Emotion-Bearing Patterns—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search—0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits—0
IoT Network Security from the Perspective of Adversarial Deep Learning—0
Unsupervised Neural Generative Semantic Hashing—0
Deep learning based mood tagging for Chinese song lyrics—0
LawLLM: Law Large Language Model for the US Legal System—0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering—0
A Qualitative Study on Using ChatGPT for Software Security: Perception vs. Practicality—0
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio—0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024—0
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions—0
Fast 3D point clouds retrieval for Large-scale 3D Place Recognition—0
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM—0
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval—0
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models—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