SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 2301–2350 of 4740 papers

TitleStatusHype
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
Differentiable Top-k with Optimal Transport—0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets—0
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation—0
PlenoptiCam v1.0: A light-field imaging frameworkCode1
Pretrained Transformers for Text Ranking: BERT and BeyondCode2
Modeling the Music Genre Perception across Language-Bound CulturesCode0
On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval—0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations—0
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs—0
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano musicCode2
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
Retrieve and Refine: Exemplar-based Neural Comment GenerationCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Inductive Entity Representations from Text via Link PredictionCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Beyond [CLS] through Ranking by Generation—0
Conversational Document Prediction to Assist Customer Care AgentsCode1
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation—0
Agent Assist through Conversation Analysis—0
Evaluating a Generative Adversarial Framework for Information Retrieval—0
Visual Exploration and Knowledge Discovery from Biomedical Dark Data—0
Persian Keyphrase Generation Using Sequence-to-Sequence ModelsCode1
Towards a Natural Language Query Processing System—0
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation—0
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering—0
Claraprint: a chord and melody based fingerprint for western classical music cover detectionCode0
Longformer for MS MARCO Document Re-ranking TaskCode1
Learning a Lie Algebra from Unlabeled Data Pairs—0
The Capacity of Multi-user Private Information Retrieval for Computationally Limited Databases—0
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item AnnotationCode1
Event Presence Prediction Helps Trigger Detection Across Languages—0
Rank over Class: The Untapped Potential of Ranking in Natural Language ProcessingCode1
Aspect Classification for Legal Depositions—0
Brown University at TREC Deep Learning 2019—0
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences—0
Report on the 2019 Workshop on Smart Farming and Data Analytics (SFDAI)—0
Proximity full-text searches of frequently occurring words with a response time guarantee—0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations—0
Analysis and representation of Igbo text document for a text-based system—0
Towards Musically Meaningful Explanations Using Source SeparationCode1
Multi-Perspective Semantic Information Retrieval—0
Revisiting the Open-Domain Question Answering Pipeline—0
Comparing Fair Ranking Metrics—0
Controlling Chat Bot Multi-Document Navigation with the Extended Discourse Trees—0
A Preliminary Study on Using Meta-learning Technique for Information Retrieval—0
Optimize What You Evaluate With: A Simple Yet Effective Framework For Direct Optimization Of IR Metrics—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified