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 551–575 of 4740 papers

Title	Date	Tasks	Status	Score
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models	Aug 11, 2023	Binary text classificationFeature Engineering	CodeCode Available	5
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution	May 18, 2023	Information RetrievalReranking	CodeCode Available	5
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering	Sep 1, 2024	Information RetrievalProduct Recommendation	CodeCode Available	5
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	5
HC4: A New Suite of Test Collections for Ad Hoc CLIR	Jan 24, 2022	Active LearningInformation Retrieval	CodeCode Available	5
HIRO: Hierarchical Information Retrieval Optimization	Jun 14, 2024	Information RetrievalRAG	CodeCode Available	5
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages	Dec 16, 2021	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	CodeCode Available	5
Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation	Nov 8, 2024	Information RetrievalMusic Recommendation	CodeCode Available	5
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot Setting	Apr 25, 2023	Information RetrievalLanguage Modelling	CodeCode Available	5
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications	Nov 14, 2024	Information RetrievalRAG	CodeCode Available	5
Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs	Jul 5, 2025	Graph Neural NetworkInformation Retrieval	CodeCode Available	5
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search	Apr 17, 2024	ClusteringInformation Retrieval	CodeCode Available	5
Greedy Optimized Multileaving for Personalization	Jul 19, 2019	Information RetrievalRecommendation Systems	CodeCode Available	5
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval Tasks	Feb 2, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	5
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles	Nov 22, 2019	Cross-Modal Information RetrievalInformation Retrieval	CodeCode Available	5
GloVe: Global Vectors for Word Representation	Oct 1, 2014	Document ClassificationInformation Retrieval	CodeCode Available	5
A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look	Nov 13, 2024	Information RetrievalRAG	CodeCode Available	5
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval	Jun 5, 2025	HallucinationInformation Retrieval	CodeCode Available	5
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training	Aug 3, 2022	Genre classificationGraph Neural Network	CodeCode Available	5
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations	Nov 1, 2021	Information RetrievalLanguage Modelling	CodeCode Available	5
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings	Jul 1, 2018	General ClassificationInformation Retrieval	CodeCode Available	5
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020	Nov 4, 2020	Deep LearningInformation Retrieval	CodeCode Available	5
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval	May 24, 2023	Document RankingInformation 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
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing	Oct 22, 2018	Ad-Hoc Information RetrievalBlocking	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