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 2601–2625 of 4740 papers

Title	Date	Tasks	Status
Machine Learning Approaches for Amharic Parts-of-speech Tagging	Jan 10, 2020	BIG-bench Machine LearningInformation Retrieval	—Unverified
Conversational Search for Learning Technologies	Jan 9, 2020	Conversational SearchInformation Retrieval	—Unverified
Topical Result Caching in Web Search Engines	Jan 9, 2020	Information RetrievalRetrieval	—Unverified
Resolving the Scope of Speculation and Negation using Transformer-Based Architectures	Jan 9, 2020	Biomedical Information RetrievalInformation Retrieval	CodeCode Available
Measuring Diversity in Heterogeneous Information Networks	Jan 5, 2020	DiversityInformation Retrieval	—Unverified
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions	Jan 1, 2020	Information RetrievalRecommendation Systems	—Unverified
Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot Learning	Dec 30, 2019	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available
Report on the SIGIR 2019 Workshop on eCommerce (ECOM19)	Dec 27, 2019	Information RetrievalRetrieval	—Unverified
A Machine Learning Framework for Authorship Identification From Texts	Dec 21, 2019	BIG-bench Machine LearningInformation Retrieval	—Unverified
Report on the First HIPstIR Workshop on the Future of Information Retrieval	Dec 20, 2019	Information RetrievalRetrieval	—Unverified
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking	Dec 18, 2019	Information RetrievalRetrieval	CodeCode Available
Macaw: An Extensible Conversational Information Seeking Platform	Dec 18, 2019	Information RetrievalQuestion Answering	CodeCode Available
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science	Dec 16, 2019	BIG-bench Machine LearningEntity Extraction using GAN	CodeCode Available
Semantic Segmentation for Compound figures	Dec 16, 2019	Information RetrievalRetrieval	—Unverified
SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval	Dec 12, 2019	Information RetrievalLearning-To-Rank	CodeCode Available
Neural-IR-Explorer: A Content-Focused Tool to Explore Neural Re-Ranking Results	Dec 10, 2019	Information RetrievalRe-Ranking	CodeCode Available
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset	Dec 10, 2019	Conversational SearchInformation Retrieval	CodeCode Available
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering	Dec 8, 2019	Community Question AnsweringInformation Retrieval	—Unverified
Attentive Representation Learning with Adversarial Training for Short Text Clustering	Dec 8, 2019	ClusteringInformation Retrieval	—Unverified
Document Network Embedding: Coping for Missing Content and Missing Links	Dec 6, 2019	Information RetrievalMachine Translation	—Unverified
Information Retrieval and Its Sister Disciplines	Dec 5, 2019	Information RetrievalRetrieval	—Unverified
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval Dataset	Dec 4, 2019	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently	Dec 1, 2019	Information RetrievalRetrieval	CodeCode Available
Precision-Recall Balanced Topic Modelling	Dec 1, 2019	Dimensionality ReductionInformation Retrieval	—Unverified
Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval	Dec 1, 2019	Information RetrievalLanguage Modeling	—Unverified

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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