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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1001–1050 of 4740 papers

TitleStatusHype
Rx Strategist: Prescription Verification using LLM Agents System—0
Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024—0
Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification—0
R2GQA: Retriever-Reader-Generator Question Answering System to Support Students Understanding Legal Regulations in Higher Education—0
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks—0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
A Counterfactual Explanation Framework for Retrieval Models—0
Understanding the User: An Intent-Based Ranking Dataset—0
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval—0
Event Extraction for Portuguese: A QA-driven Approach using ACE-2005—0
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever—0
Persuasion Games using Large Language Models—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Measuring publication relatedness using controlled vocabularies—0
MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation FunctionsCode0
Biased Dueling Bandits with Stochastic Delayed Feedback—0
DeepVoting: Learning Voting Rules with Tailored Embeddings—0
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning—0
Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving—0
Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity—0
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design—0
Mathematical Information Retrieval: Search and Question Answering—0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design—0
Combining Objective and Subjective Perspectives for Political News Understanding—0
Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval—0
Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research—0
NLP for The Greek Language: A Longer Survey—0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation—0
Icing on the Cake: Automatic Code Summarization at Ericsson—0
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language ModelsCode0
Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi—0
PhysBERT: A Text Embedding Model for Physics Scientific Literature—0
Meta Knowledge for Retrieval Augmented Large Language Models—0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval—0
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs—0
Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models—0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024—0
Neural Machine UnrankingCode0
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models—0
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization—0
Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions—0
Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments—0
Pairwise Judgment Formulation for Semantic Embedding Model in Web Search—0
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG—0
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning—0
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio—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