Information Retrieval

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

Papers

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Showing 651–675 of 4740 papers

Title	Date	Tasks	Status	Score
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing	Oct 22, 2018	Ad-Hoc Information RetrievalBlocking	CodeCode Available	5
A Convolutional Approach to Melody Line Identification in Symbolic Scores	Jun 24, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	5
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion Retrieval	May 17, 2023	AttributeContrastive Learning	CodeCode Available	5
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval	May 24, 2023	Document RankingInformation Retrieval	CodeCode Available	5
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data	Jun 27, 2024	HallucinationInformation Retrieval	CodeCode Available	5
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory Search	Oct 8, 2023	ArticlesConversational Search	CodeCode Available	5
An Information Retrieval Approach to Short Text Conversation	Aug 29, 2014	Information RetrievalRetrieval	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
An Information Retrieval Approach to Building Datasets for Hate Speech Detection	Jun 17, 2021	Active LearningExplanation Generation	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 Information Retrieval and Extraction Tool for Covid-19 Related Papers	Jan 20, 2024	Information RetrievalRetrieval	CodeCode Available	5
Agent-Enhanced Large Language Models for Researching Political Institutions	Mar 14, 2025	Document SummarizationInformation 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
An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages	Jun 17, 2022	Information RetrievalRetrieval	CodeCode Available	5
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge	Apr 26, 2025	Click-Through Rate PredictionInformation Retrieval	CodeCode Available	5
GATE-Time: Extraction of Temporal Expressions and Events	May 1, 2016	Information RetrievalRetrieval	CodeCode Available	5
Faster Learned Sparse Retrieval with Guided Traversal	Apr 24, 2022	Information RetrievalRetrieval	CodeCode Available	5
FARA: Future-aware Ranking Algorithm for Fairness Optimization	May 26, 2023	Exposure FairnessFairness	CodeCode Available	5
FALQU: Finding Answers to Legal Questions	Apr 12, 2023	Information RetrievalRetrieval	CodeCode Available	5
Fair Ranking with Noisy Protected Attributes	Nov 30, 2022	FairnessInformation Retrieval	CodeCode Available	5
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance	May 8, 2019	Information RetrievalQuestion Similarity	CodeCode Available	5
fairDMS: Rapid Model Training by Data and Model Reuse	Apr 20, 2022	Information Retrievalmodel	CodeCode Available	5
Exploring Topic Coherence over Many Models and Many Topics	Jul 1, 2012	Document ClassificationInformation Retrieval	CodeCode Available	5
Extraction and Analysis of Fictional Character Networks: A Survey	Jul 5, 2019	DescriptiveInformation 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