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 4151–4200 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
Continual Learning of Long Topic Sequences in Neural Information RetrievalCode0
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative MeasuresCode0
TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein EngineeringCode0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
Zero-Shot Open-Book Question AnsweringCode0
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionCode0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
Context Independent Term Mapper for European LanguagesCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering ForumsCode0
Retrieving Evidence from EHRs with LLMs: Possibilities and ChallengesCode0
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance PredictionCode0
TripClick: The Log Files of a Large Health Web Search EngineCode0
BIRCO: A Benchmark of Information Retrieval Tasks with Complex ObjectivesCode0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
Improving Musical Instrument Classification with Advanced Machine Learning TechniquesCode0
BioRead: A New Dataset for Biomedical Reading ComprehensionCode0
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
Improving Neural Ranking Models with Traditional IR MethodsCode0
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural RetrievalCode0
Biomedical Named Entity Recognition at ScaleCode0
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text RetrievalCode0
TripJudge: A Relevance Judgement Test Collection for TripClick Health RetrievalCode0
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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