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 1851–1900 of 4740 papers

TitleStatusHype
ir_metadata: An Extensible Metadata Schema for IR ExperimentsCode0
Consistent Polyhedral Surrogates for Top-k Classification and Variants—0
Automatic Context Pattern Generation for Entity Set ExpansionCode0
Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms—0
GrabQC: Graph based Query Contextualization for automated ICD coding—0
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
Multi-Label Learning to Rank through Multi-Objective Optimization—0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
Star Product PIR Schemes with Colluding Servers over Small Fields—0
GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval—0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
Still Haven't Found What You're Looking For -- Detecting the Intent of Web Search Missions from User Interaction Features—0
Learning to Rank with Small Set of Ground Truth Data—0
Location reference recognition from texts: A survey and comparison—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems—0
Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases—0
Efficient and Accurate Top-K Recovery from Choice Data—0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
Sublinear Algorithms for Hierarchical Clustering—0
3D scene reconstruction from monocular spherical video with motion parallax—0
Pliable Private Information Retrieval—0
Words are all you need? Language as an approximation for human similarity judgments—0
Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations—0
Algorithmic Foundations of Empirical X-risk Minimization—0
The IARPA BETTER Program Abstract Task Four New Semantically Annotated Corpora from IARPA’s BETTER Program—0
Optical character recognition quality affects perceived usefulness of historical newspaper clippings—0
Stars at Qur’an QA 2022: Building Automatic Extractive Question Answering Systems for the Holy Qur’an with Transformer Models and Releasing a New Dataset—0
An Open Source Contractual Language Understanding Application Using Machine LearningCode0
English Language Spelling Correction as an Information Retrieval Task Using Wikipedia Search Statistics—0
Negative Sampling for Contrastive Representation Learning: A Review—0
Tracking Textual Similarities in Neo-Latin Drama Networks—0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi—0
COIN: Co-Cluster Infomax for Bipartite Graphs—0
Interactive Query Clarification and Refinement via User Simulation—0
Contextualization for the Organization of Text Documents Streams—0
Learning Open Domain Multi-hop Search Using Reinforcement Learning—0
Unified Approach to Secret Sharing and Symmetric Private Information Retrieval with Colluding Servers in Quantum Systems—0
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust ModelsCode0
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance RankingCode0
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System—0
Health Information Retrieval -- State of the art report—0
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—0
Differentiable SAR Renderer and SAR Target Reconstruction—0
Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments—0
Single-Server Private Information Retrieval with Side Information Under Arbitrary Popularity Profiles—0
Recommending Research Papers to Chemists: A Specialized Interface for Chemical Entity Exploration—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