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 1651–1675 of 4740 papers

Title	Date	Tasks	Status	Hype
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search	Jul 19, 2022	Information RetrievalNatural Language Understanding	CodeCode Available	0
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification	Jul 18, 2022	Cover song identificationData Augmentation	—Unverified	0
ir_metadata: An Extensible Metadata Schema for IR Experiments	Jul 18, 2022	Information RetrievalRetrieval	CodeCode Available	0
Consistent Polyhedral Surrogates for Top-k Classification and Variants	Jul 18, 2022	Classificationimage-classification	—Unverified	0
Deep Sequence Models for Text Classification Tasks	Jul 18, 2022	ClassificationInformation Retrieval	—Unverified	0
Automatic Context Pattern Generation for Entity Set Expansion	Jul 17, 2022	Information RetrievalRetrieval	CodeCode Available	0
Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms	Jul 14, 2022	Bug fixingInformation Retrieval	—Unverified	0
GrabQC: Graph based Query Contextualization for automated ICD coding	Jul 14, 2022	Graph Neural NetworkInformation Retrieval	—Unverified	0
MM-ALT: A Multimodal Automatic Lyric Transcription System	Jul 13, 2022	Action DetectionActivity Detection	CodeCode Available	1
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces	Jul 12, 2022	continuous-controlContinuous Control	CodeCode Available	0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities	Jul 11, 2022	ArticlesFew-Shot Learning	CodeCode Available	1
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation	Jul 10, 2022	Contrastive LearningInformation Retrieval	CodeCode Available	1
Twitmo: A Twitter Data Topic Modeling and Visualization Package for R	Jul 8, 2022	Information RetrievalTopic Models	CodeCode Available	1
An Approach to Ensure Fairness in News Articles	Jul 8, 2022	ArticlesFairness	CodeCode Available	1
Multi-Label Learning to Rank through Multi-Objective Optimization	Jul 7, 2022	Information RetrievalLearning-To-Rank	—Unverified	0
Star Product PIR Schemes with Colluding Servers over Small Fields	Jul 7, 2022	Information RetrievalRetrieval	—Unverified	0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning	Jul 7, 2022	Information RetrievalRetrieval	—Unverified	0
GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval	Jul 4, 2022	Information RetrievalRetrieval	—Unverified	0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case Study	Jul 4, 2022	Argument MiningInformation Retrieval	CodeCode Available	0
Location reference recognition from texts: A survey and comparison	Jul 4, 2022	ArticlesComputational Efficiency	—Unverified	0
Still Haven't Found What You're Looking For -- Detecting the Intent of Web Search Missions from User Interaction Features	Jul 4, 2022	Information RetrievalRetrieval	—Unverified	0
Learning to Rank with Small Set of Ground Truth Data	Jul 4, 2022	Information RetrievalLearning-To-Rank	—Unverified	0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game	Jul 4, 2022	Information RetrievalRetrieval	—Unverified	0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer	Jul 2, 2022	imbalanced classificationInformation Retrieval	—Unverified	0
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems	Jul 1, 2022	Information RetrievalQuestion Answering	—Unverified	0

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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