SOTAVerified

Information Retrieval

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

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1651–1700 of 4740 papers

TitleStatusHype
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic SearchCode0
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification—0
ir_metadata: An Extensible Metadata Schema for IR ExperimentsCode0
Consistent Polyhedral Surrogates for Top-k Classification and Variants—0
Deep Sequence Models for Text Classification Tasks—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
MM-ALT: A Multimodal Automatic Lyric Transcription SystemCode1
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode1
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio RepresentationCode1
Twitmo: A Twitter Data Topic Modeling and Visualization Package for RCode1
An Approach to Ensure Fairness in News ArticlesCode1
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
Star Product PIR Schemes with Colluding Servers over Small Fields—0
Multi-Label Learning to Rank through Multi-Objective Optimization—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
Location reference recognition from texts: A survey and comparison—0
Learning to Rank with Small Set of Ground Truth Data—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—0
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—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
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
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
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot RetrievalCode1
Infinite Recommendation Networks: A Data-Centric ApproachCode2
An Open Source Contractual Language Understanding Application Using Machine LearningCode0
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
Tracking Textual Similarities in Neo-Latin Drama Networks—0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi—0
English Language Spelling Correction as an Information Retrieval Task Using Wikipedia Search Statistics—0
Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations—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
Algorithmic Foundations of Empirical X-risk Minimization—0
Negative Sampling for Contrastive Representation Learning: A Review—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
Show:102550
← PrevPage 34 of 95Next →
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