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 2301–2325 of 4740 papers

Title	Date	Tasks	Status	Hype
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines	Oct 19, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System	Oct 19, 2020	Information RetrievalPlaying the Game of 2048	—Unverified	0
Differentiable Top-k with Optimal Transport	Oct 17, 2020	Information RetrievalRetrieval	—Unverified	0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets	Oct 17, 2020	Information RetrievalLanguage Identification	—Unverified	0
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering	Oct 16, 2020	Information RetrievalManagement	CodeCode Available	1
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation	Oct 15, 2020	Data AugmentationInformation Retrieval	—Unverified	0
PlenoptiCam v1.0: A light-field imaging framework	Oct 14, 2020	Camera CalibrationInformation Retrieval	CodeCode Available	1
On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval	Oct 13, 2020	Information RetrievalRetrieval	—Unverified	0
Modeling the Music Genre Perception across Language-Bound Cultures	Oct 13, 2020	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	0
Pretrained Transformers for Text Ranking: BERT and Beyond	Oct 13, 2020	Information RetrievalReranking	CodeCode Available	2
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations	Oct 12, 2020	DiagnosticInformation Retrieval	—Unverified	0
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs	Oct 12, 2020	Information RetrievalKnowledge Graph Completion	—Unverified	0
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music	Oct 11, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	2
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)	Oct 9, 2020	Emotion RecognitionInformation Retrieval	—Unverified	0
Retrieve and Refine: Exemplar-based Neural Comment Generation	Oct 9, 2020	Code Comment GenerationComment Generation	CodeCode Available	1
Cross-Thought for Sentence Encoder Pre-training	Oct 7, 2020	Information RetrievalLanguage Modeling	CodeCode Available	1
Inductive Entity Representations from Text via Link Prediction	Oct 7, 2020	Inductive knowledge graph completionInductive Link Prediction	CodeCode Available	1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces	Oct 6, 2020	DiversityInformation Retrieval	CodeCode Available	1
Beyond [CLS] through Ranking by Generation	Oct 6, 2020	Answer SelectionInformation Retrieval	—Unverified	0
Conversational Document Prediction to Assist Customer Care Agents	Oct 5, 2020	Information RetrievalPrediction	CodeCode Available	1
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation	Oct 3, 2020	Information RetrievalRetrieval	—Unverified	0
Agent Assist through Conversation Analysis	Oct 1, 2020	Information RetrievalRetrieval	—Unverified	0
Evaluating a Generative Adversarial Framework for Information Retrieval	Oct 1, 2020	Information RetrievalRetrieval	—Unverified	0
Visual Exploration and Knowledge Discovery from Biomedical Dark Data	Sep 28, 2020	Data VisualizationDecision Making	—Unverified	0
Persian Keyphrase Generation Using Sequence-to-Sequence Models	Sep 25, 2020	ArticlesInformation Retrieval	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