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 301–350 of 4740 papers

TitleStatusHype
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?Code2
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Cross-Encoder Rediscovers a Semantic Variant of BM25—0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy—0
Disrupt Your Research Using Generative AI Powered ScienceSageCode0
Musical Score Following using Statistical InferenceCode0
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective—0
Syntriever: How to Train Your Retriever with Synthetic Data from LLMsCode1
A Classification System Approach in Predicting Chinese Censorship—0
Structured Token Retention and Computational Memory Paths in Large Language Models—0
Control Search Rankings, Control the World: What is a Good Search Engine?—0
Scientometric Analysis of the German IR Community within TREC & CLEF—0
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented GenerationCode4
Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization—0
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models—0
Emancipatory Information Retrieval—0
Scalable-Softmax Is Superior for AttentionCode1
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
Shared DIFF Transformer—0
DINT Transformer—0
Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding—0
Linguistic Analysis of Sinhala YouTube Comments on Sinhala Music Videos: A Dataset Study—0
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models—0
Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools—0
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
LLM Evaluation Based on Aerospace Manufacturing Expertise: Automated Generation and Multi-Model Question Answering—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
Remining Hard Negatives for Generative Pseudo Labeled Domain Adaptation—0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
On Correlating Factors for Domain Adaptation Performance—0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
Continuous signal sparse encoding using analog neuromorphic variability—0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Optimizing Leaky Private Information Retrieval Codes to Achieve O( K) Leakage Ratio Exponent—0
TFLOP: Table Structure Recognition Framework with Layout Pointer MechanismCode1
KEIR @ ECIR 2025: The Second Workshop on Knowledge-Enhanced Information Retrieval—0
A Method for Multi-Hop Question Answering on Persian Knowledge Graph—0
Improved IR-based Bug Localization with Intelligent Relevance FeedbackCode0
MechIR: A Mechanistic Interpretability Framework for Information RetrievalCode1
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
InfoHier: Hierarchical Information Extraction via Encoding and Embedding—0
Large Language Models: New Opportunities for Access to Science—0
A Proposed Large Language Model-Based Smart Search for Archive System—0
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
Text2Playlist: Generating Personalized Playlists from Text on DeezerCode0
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors SearchCode1
Customizable LLM-Powered Chatbot for Behavioral Science Research—0
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization—0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
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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