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 1101–1150 of 4740 papers

TitleStatusHype
IterCQR: Iterative Conversational Query Reformulation with Retrieval GuidanceCode1
SUQL: Conversational Search over Structured and Unstructured Data with Large Language ModelsCode2
Can MusicGen Create Training Data for MIR Tasks?—0
Scalable and Effective Generative Information RetrievalCode1
ChoralSynth: Synthetic Dataset of Choral SingingCode0
Mustango: Toward Controllable Text-to-Music GenerationCode2
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset—0
On Elastic Language Models—0
A Study of Implicit Ranking Unfairness in Large Language ModelsCode0
Large Language Models are In-context Teachers for Knowledge Reasoning—0
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsCode2
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related LanguagesCode0
Evaluating Generative Ad Hoc Information Retrieval—0
Proceedings of the 5th International Workshop on Reading Music SystemsCode0
The Music Meta Ontology: a flexible semantic model for the interoperability of music metadata—0
A Foundation Model for Music InformaticsCode2
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval—0
Relation Extraction Model Based on Semantic Enhancement Mechanism—0
Decoy Effect in Search Interaction: A Pilot Study—0
Enhancing search engine precision and user experience through sentiment-based polysemy resolution—0
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information RetrievalCode0
Plot Retrieval as an Assessment of Abstract Semantic Association—0
Advancing the Search Frontier with AI Agents—0
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text—0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
Overview of LiLAS 2020 -- Living Labs for Academic Search—0
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
Strategies to Harness the Transformers' Potential: UNSL at eRisk 2023—0
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long DocumentsCode1
Overview of the CLAIMSCAN-2023: Uncovering Truth in Social Media through Claim Detection and Identification of Claim Spans—0
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data ManipulationCode0
MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionCode0
Poisoning Retrieval Corpora by Injecting Adversarial PassagesCode1
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods—0
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023—0
ViCLEVR: A Visual Reasoning Dataset and Hybrid Multimodal Fusion Model for Visual Question Answering in VietnameseCode0
Cultural Adaptation of Recipes—0
Understanding Social Structures from Contemporary Literary Fiction using Character Interaction Graph -- Half Century Chronology of Influential Bengali Writers—0
CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval—0
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLPCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Creating a silver standard for patent simplificationCode0
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
Length is a Curse and a Blessing for Document-level SemanticsCode0
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Chain-of-Factors Paper-Reviewer MatchingCode0
Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank—0
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
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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