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 4151–4175 of 4740 papers

TitleStatusHype
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
GloVe: Global Vectors for Word RepresentationCode0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Few-Shot Text Ranking with Meta Adapted Synthetic Weak SupervisionCode0
MeTA: A Unified Toolkit for Text Retrieval and AnalysisCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
A Unified Neural Architecture for Instrumental Audio TasksCode0
Conversational Factor Information Retrieval Model (ConFIRM)Code0
A Comparison of Methods for Evaluating Generative IRCode0
Conversational BrowsingCode0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
A Question-Entailment Approach to Question AnsweringCode0
Retrieval for Extremely Long Queries and Documents with RPRS: a Highly Efficient and Effective Transformer-based Re-RankerCode0
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function CallingCode0
Improved IR-based Bug Localization with Intelligent Relevance FeedbackCode0
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question AnsweringCode0
Text2Playlist: Generating Personalized Playlists from Text on DeezerCode0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
SNS-Bench-VL: Benchmarking Multimodal Large Language Models in Social Networking ServicesCode0
SoccerRAG: Multimodal Soccer Information Retrieval via Natural QueriesCode0
Social Biases in Knowledge Representations of Wikidata separates Global North from Global SouthCode0
Contrastive Representation Learning for Conversational Question Answering over Knowledge GraphsCode0
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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