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 101–125 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
FIRST: Faster Improved Listwise Reranking with Single Token Decoding	Jun 21, 2024	Information RetrievalLanguage Modeling	CodeCode Available	2	5
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models	Jul 3, 2024	BenchmarkingCode Search	CodeCode Available	2	5
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records	May 4, 2024	Information RetrievalQuestion Answering	CodeCode Available	2	5
A Foundation Model for Music Informatics	Nov 6, 2023	Information Retrievalmodel	CodeCode Available	2	5
Evaluation of Retrieval-Augmented Generation: A Survey	May 13, 2024	Information RetrievalRAG	CodeCode Available	2	5
Pretrained Transformers for Text Ranking: BERT and Beyond	Oct 13, 2020	Information RetrievalReranking	CodeCode Available	2	5
Backtracing: Retrieving the Cause of the Query	Mar 6, 2024	Information RetrievalLanguage Modeling	CodeCode Available	2	5
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models	Apr 17, 2021	Argument RetrievalBenchmarking	CodeCode Available	2	5
Differential Transformer	Oct 7, 2024	HallucinationIn-Context Learning	CodeCode Available	2	5
RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!	Dec 5, 2023	Information RetrievalReranking	CodeCode Available	2	5
Autonomous GIS: the next-generation AI-powered GIS	May 10, 2023	Code GenerationInformation Retrieval	CodeCode Available	2	5
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning	Oct 28, 2024	Binary ClassificationContrastive Learning	CodeCode Available	2	5
Autoregressive Search Engines: Generating Substrings as Document Identifiers	Apr 22, 2022	Information RetrievalRetrieval	CodeCode Available	2	5
Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis	Jan 22, 2024	Document Layout AnalysisDocument Summarization	CodeCode Available	2	5
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval	Mar 7, 2025	Information RetrievalLanguage Modeling	CodeCode Available	2	5
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions	Nov 9, 2023	HallucinationInformation Retrieval	CodeCode Available	2	5
RetroMAE v2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models	Nov 16, 2022	Dimensionality ReductionInformation Retrieval	CodeCode Available	2	5
Eureka: Evaluating and Understanding Large Foundation Models	Sep 13, 2024	Information Retrieval	CodeCode Available	2	5
Atlas: Few-shot Learning with Retrieval Augmented Language Models	Aug 5, 2022	Fact CheckingFew-Shot Learning	CodeCode Available	2	5
GENIUS: A Generative Framework for Universal Multimodal Search	Mar 25, 2025	Information RetrievalQuantization	CodeCode Available	2	5
The GigaMIDI Dataset with Features for Expressive Music Performance Detection	Feb 24, 2025	Information RetrievalMusic Information Retrieval	CodeCode Available	2	5
The Power of Noise: Redefining Retrieval for RAG Systems	Jan 26, 2024	Information RetrievalRAG	CodeCode Available	2	5
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers	Mar 1, 2023	Domain AdaptationInformation Retrieval	CodeCode Available	2	5
Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era	Apr 17, 2024	FairnessInformation Retrieval	CodeCode Available	2	5
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key Estimation	Nov 7, 2021	image-classificationInformation Retrieval	CodeCode Available	1	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