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 676–700 of 4740 papers

Title	Date	Tasks	Status	Score
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search	Oct 8, 2023	ArticlesConversational Search	CodeCode Available	5
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces	Nov 24, 2023	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	CodeCode Available	5
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific Documents	Dec 21, 2022	ArticlesInformation Retrieval	CodeCode Available	5
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR Ensembles	Jan 9, 2025	Information RetrievalRetrieval	CodeCode Available	5
Financial Report Chunking for Effective Retrieval Augmented Generation	Feb 5, 2024	Chunkingdocument understanding	CodeCode Available	5
Finding Structure in Text, Genome and Other Symbolic Sequences	Jul 8, 2012	Information RetrievalLanguage Identification	CodeCode Available	5
An Evaluation Framework for Attributed Information Retrieval using Large Language Models	Sep 12, 2024	DiversityInformation Retrieval	CodeCode Available	5
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data	Dec 3, 2024	Information Retrieval	CodeCode Available	5
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge	Apr 26, 2025	Click-Through Rate PredictionInformation Retrieval	CodeCode Available	5
Fast Randomized PCA for Sparse Data	Oct 16, 2018	Dimensionality ReductionInformation Retrieval	CodeCode Available	5
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering	Mar 7, 2024	Information RetrievalLanguage Modelling	CodeCode Available	5
Generative Adversarial User Privacy in Lossy Single-Server Information Retrieval	Dec 7, 2020	Generative Adversarial NetworkInformation Retrieval	CodeCode Available	5
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining	Jun 4, 2019	ArticlesInformation Retrieval	CodeCode Available	5
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its Debiasing	May 6, 2023	FairnessImage Retrieval	CodeCode Available	5
Fair Ranking with Noisy Protected Attributes	Nov 30, 2022	FairnessInformation Retrieval	CodeCode Available	5
Extraction and Analysis of Fictional Character Networks: A Survey	Jul 5, 2019	DescriptiveInformation Retrieval	CodeCode Available	5
A Workbench for Autograding Retrieve/Generate Systems	May 21, 2024	DiversityInformation Retrieval	CodeCode Available	5
Exploring Topic Coherence over Many Models and Many Topics	Jul 1, 2012	Document ClassificationInformation Retrieval	CodeCode Available	5
FALQU: Finding Answers to Legal Questions	Apr 12, 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
Exploring GPT's Ability as a Judge in Music Understanding	Jan 22, 2025	Beat TrackingInformation Retrieval	CodeCode Available	5
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting Methods	Sep 13, 2024	ArticlesInformation Retrieval	CodeCode Available	5
Exploring Diachronic Lexical Semantics with JeSemE	Jul 1, 2017	Information RetrievalWord Embeddings	CodeCode Available	5
fairDMS: Rapid Model Training by Data and Model Reuse	Apr 20, 2022	Information Retrievalmodel	CodeCode Available	5
Exploring modality-agnostic representations for music classification	Jun 2, 2021	ClassificationCross-Modal Retrieval	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