Information Retrieval

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 726–750 of 4740 papers

Title	Date	Tasks	Status	Score
An empirical study on the names of points of interest and their changes with geographic distance	Jun 21, 2018	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	5
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms	Dec 22, 2023	Information RetrievalRetrieval	CodeCode Available	5
Exploring Diachronic Lexical Semantics with JeSemE	Jul 1, 2017	Information RetrievalWord Embeddings	CodeCode Available	5
Exploring GPT's Ability as a Judge in Music Understanding	Jan 22, 2025	Beat TrackingInformation Retrieval	CodeCode Available	5
Reverse-Engineering the Retrieval Process in GenIR Models	Mar 25, 2025	DecoderInformation Retrieval	CodeCode Available	5
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analytics	Oct 7, 2023	DescriptiveImage Stitching	CodeCode Available	5
Hubness Reduction Improves Sentence-BERT Semantic Spaces	Nov 30, 2023	Information RetrievalRetrieval	CodeCode Available	5
Explainable Deep Learning Analysis for Raga Identification in Indian Art Music	Jun 4, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	5
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS	Jan 18, 2021	Information Retrievalmodel	CodeCode Available	5
Explaining Deep Convolutional Neural Networks on Music Classification	Jul 8, 2016	Chord RecognitionClassification	CodeCode Available	5
ExcluIR: Exclusionary Neural Information Retrieval	Apr 26, 2024	Information RetrievalRetrieval	CodeCode Available	5
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion	Jun 5, 2025	Information RetrievalLanguage Modeling	CodeCode Available	5
Explaining Text Similarity in Transformer Models	May 10, 2024	Information RetrievalRetrieval	CodeCode Available	5
BERT with History Answer Embedding for Conversational Question Answering	May 14, 2019	Conversational Question AnsweringConversational Search	CodeCode Available	5
Agent-Enhanced Large Language Models for Researching Political Institutions	Mar 14, 2025	Document SummarizationInformation Retrieval	CodeCode Available	5
An Information Retrieval and Extraction Tool for Covid-19 Related Papers	Jan 20, 2024	Information RetrievalRetrieval	CodeCode Available	5
Improved IR-based Bug Localization with Intelligent Relevance Feedback	Jan 17, 2025	Information Retrieval	CodeCode Available	5
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching	Apr 26, 2020	ClusteringForm	CodeCode Available	5
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems	Jul 11, 2024	Information RetrievalModel Selection	CodeCode Available	5
Improving Neural Ranking Models with Traditional IR Methods	Aug 29, 2023	Information RetrievalRetrieval	CodeCode Available	5
Exploring Human-Like Thinking in Search Simulations with Large Language Models	Apr 10, 2025	Data AugmentationInformation Retrieval	CodeCode Available	5
FALQU: Finding Answers to Legal Questions	Apr 12, 2023	Information RetrievalRetrieval	CodeCode Available	5
An Information Retrieval Approach to Short Text Conversation	Aug 29, 2014	Information RetrievalRetrieval	CodeCode Available	5
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval	Mar 21, 2022	Information RetrievalMath	CodeCode Available	5
Evaluation Measures for Relevance and Credibility in Ranked Lists	Aug 23, 2017	Information RetrievalRetrieval	CodeCode Available	5

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified