SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1401–1450 of 4740 papers

TitleStatusHype
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsCode2
Report from Dagstuhl Seminar 23031: Frontiers of Information Access Experimentation for Research and Education—0
Generalized Weak Supervision for Neural Information Retrieval—0
AIRCADE: an Anechoic and IR Convolution-based Auralization Data-compilation EnsembleCode0
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval—0
Leveraging Deep Learning Techniques on Collaborative Filtering Recommender Systems—0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language ModelsCode0
Metric-agnostic Ranking Optimization—0
Learning To Rank Resources with GNN—0
Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging—0
Tempo vs. Pitch: understanding self-supervised tempo estimationCode1
OPI at SemEval 2023 Task 1: Image-Text Embeddings and Multimodal Information Retrieval for Visual Word Sense Disambiguation—0
Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)—0
FALQU: Finding Answers to Legal QuestionsCode0
A Phoneme-Informed Neural Network Model for Note-Level Singing Transcription—0
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond—0
MphayaNER: Named Entity Recognition for TshivendaCode0
T2Ranking: A large-scale Chinese Benchmark for Passage RankingCode1
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Ericson: An Interactive Open-Domain Conversational Search Agent—0
Rethinking the Role of Token Retrieval in Multi-Vector RetrievalCode1
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval—0
An Intrinsic Framework of Information Retrieval Evaluation Measures—0
Dataset and Baseline System for Multi-lingual Extraction and Normalization of Temporal and Numerical ExpressionsCode3
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
AnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsCode4
Sejarah dan Perkembangan Teknik Natural Language Processing (NLP) Bahasa Indonesia: Tinjauan tentang sejarah, perkembangan teknologi, dan aplikasi NLP dalam bahasa Indonesia—0
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual RetrievalCode0
Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval—0
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain KnowledgeCode4
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection MethodsCode1
Machine Psychology—0
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters—0
Large Language Models Can Be Used to Estimate the Latent Positions of Politicians—0
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
The Challenge of Differentially Private Screening Rules—0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Stat-weight: Improving the Estimator of Interleaved Methods Outcomes with Statistical Hypothesis Testing—0
Improving information retrieval through correspondence analysis instead of latent semantic analysis—0
NeuroQL: A Neuro-Symbolic Language and Dataset for Inter-Subjective Reasoning—0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web—0
LongEval-Retrieval: French-English Dynamic Test Collection for Continuous Web Search Evaluation—0
Implementation of a noisy hyperlink removal system: A semantic and relatedness approach—0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
Retrieval for Extremely Long Queries and Documents with RPRS: a Highly Efficient and Effective Transformer-based Re-RankerCode0
CoProver: A Recommender System for Proof Construction—0
Uzbek text summarization based on TF-IDF—0
Show:102550
← PrevPage 29 of 95Next →
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