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Neural Networks

11,300 papers

Papers per year

Papers

Neural Texture Synthesis With Guided Correspondence CVPR 2023
Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? EACL 2023
BLM-AgrF: A New French Benchmark to Investigate Generalization of Agreement in Neural Networks EACL 2023
An In-depth Analysis of Implicit and Subtle Hate Speech Messages EACL 2023
PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 2023
Theoretical Conditions and Empirical Failure of Bracket Counting on Long Sequences with Linear Recurrent Networks EACL 2023
Longtonotes: OntoNotes with Longer Coreference Chains EACL 2023
Global-Local Modeling with Prompt-Based Knowledge Enhancement for Emotion Inference in Conversation EACL 2023
Transformer-based Models for Long-Form Document Matching: Challenges and Empirical Analysis EACL 2023
A Survey on Dynamic Neural Networks for Natural Language Processing EACL 2023
Dialect Representation Learning with Neural Dialect-to-Standard Normalization EACL 2023
Using Ensemble Learning in Language Variety Identification EACL 2023
Analyzing Modular Approaches for Visual Question Decomposition EMNLP 2023
Non-Autoregressive Math Word Problem Solver with Unified Tree Structure EMNLP 2023
Efficient Classification of Long Documents via State-Space Models EMNLP 2023
On the Representational Capacity of Recurrent Neural Language Models EMNLP 2023
Recurrent Neural Language Models as Probabilistic Finite-state Automata EMNLP 2023
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation EMNLP 2023
On the Benefits of Learning to Route in Mixture-of-Experts Models EMNLP 2023
Accelerating Toeplitz Neural Network with Constant-time Inference Complexity EMNLP 2023
This Reads Like That: Deep Learning for Interpretable Natural Language Processing EMNLP 2023
Merging Experts into One: Improving Computational Efficiency of Mixture of Experts EMNLP 2023
YATO: Yet Another deep learning based Text analysis Open toolkit EMNLP 2023
PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction EMNLP 2023
E2E Spoken Entity Extraction for Virtual Agents EMNLP 2023