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07/18/2023
Machine Learning for SAT: Restricted Heuristics and New Graph Representations
Boolean satisfiability (SAT) is a fundamental NP-complete problem with m...
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06/07/2023
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
Rapidly increasing quality of AI-generated content makes it difficult to...
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05/19/2023
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search
We consider the clone detection and information retrieval problems for s...
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05/19/2023
Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets
Code search is an important task that has seen many developments in rece...
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04/26/2023
STIR: Siamese Transformer for Image Retrieval Postprocessing
Current metric learning approaches for image retrieval are usually based...
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11/30/2022
Topological Data Analysis for Speech Processing
We apply topological data analysis (TDA) to speech classification proble...
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07/25/2022
Personality-Driven Social Multimedia Content Recommendation
Social media marketing plays a vital role in promoting brand and product...
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06/24/2022
DetIE: Multilingual Open Information Extraction Inspired by Object Detection
State of the art neural methods for open information extraction (OpenIE)...
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11/25/2021
Near-Zero-Shot Suggestion Mining with a Little Help from WordNet
In this work, we explore the constructive side of online reviews: advice...
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06/17/2020
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification
Deep learning architectures based on self-attention have recently achiev...
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04/07/2020
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews
The Russian Drug Reaction Corpus (RuDReC) is a new partially annotated c...
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03/19/2020
High-Resolution Daytime Translation Without Domain Labels
Modeling daytime changes in high resolution photographs, e.g., re-render...
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08/16/2019
CommentsRadar: Dive into Unique Data on All Comments on the Web
We introduce an entity-centric search engineCommentsRadarthatpairs entit...
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08/07/2019
Free-Lunch Saliency via Attention in Atari Agents
We propose a new approach to visualize saliency maps for deep neural net...
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05/05/2019
Breast Tumor Cellularity Assessment using Deep Neural Networks
Breast cancer is one of the main causes of death worldwide. Histopatholo...
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11/29/2018
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
Deep generative models such as generative adversarial networks, variatio...
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11/28/2018