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 426–450 of 4740 papers

Title	Date	Tasks	Status	Hype
Conversational Document Prediction to Assist Customer Care Agents	Oct 5, 2020	Information RetrievalPrediction	CodeCode Available	1
Persian Keyphrase Generation Using Sequence-to-Sequence Models	Sep 25, 2020	ArticlesInformation Retrieval	CodeCode Available	1
Longformer for MS MARCO Document Re-ranking Task	Sep 20, 2020	Document RankingInformation Retrieval	CodeCode Available	1
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation	Sep 16, 2020	Information RetrievalMusic Recommendation	CodeCode Available	1
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing	Sep 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
Towards Musically Meaningful Explanations Using Source Separation	Sep 4, 2020	Explainable ModelsImage Segmentation	CodeCode Available	1
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent	Aug 27, 2020	Annotated Code SearchCode Search	CodeCode Available	1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders	Aug 12, 2020	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	1
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation	Aug 6, 2020	Data AugmentationInformation Retrieval	CodeCode Available	1
audioLIME: Listenable Explanations Using Source Separation	Aug 2, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Ultra-light deep MIR by trimming lottery tickets	Jul 31, 2020	Audio ClassificationCPU	CodeCode Available	1
Declarative Experimentation in Information Retrieval using PyTerrier	Jul 28, 2020	GPUInformation Retrieval	CodeCode Available	1
Receptive-Field Regularized CNNs for Music Classification and Tagging	Jul 27, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Comparison of Supervised Learning to Match Methods for Product Search	Jul 20, 2020	ARCAttribute	CodeCode Available	1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform	Jul 15, 2020	ArticlesBenchmarking	CodeCode Available	1
GLOW : Global Weighted Self-Attention Network for Web Search	Jul 10, 2020	Document RankingInformation Retrieval	CodeCode Available	1
Answering Questions on COVID-19 in Real-Time	Jun 29, 2020	Information RetrievalQuestion Answering	CodeCode Available	1
Pre-training via Paraphrasing	Jun 26, 2020	Document SummarizationDocument Translation	CodeCode Available	1
Neural Topic Modeling with Continual Lifelong Learning	Jun 19, 2020	Data AugmentationInformation Retrieval	CodeCode Available	1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media	Jun 10, 2020	ClusteringEvent Detection	CodeCode Available	1
Few-Shot Generative Conversational Query Rewriting	Jun 9, 2020	Information RetrievalRetrieval	CodeCode Available	1
Automatic Generation of Topic Labels	May 29, 2020	DescriptiveInformation Retrieval	CodeCode Available	1
Open-Retrieval Conversational Question Answering	May 22, 2020	Conversational Question AnsweringConversational Search	CodeCode Available	1
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models	May 5, 2020	Information RetrievalQuestion Answering	CodeCode Available	1
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management	May 4, 2020	ArticlesDocument Summarization	CodeCode Available	1

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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