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Neural Networks

11,300 papers

Papers per year

Papers

byteLLM@LT-EDI-2024: Homophobia/Transphobia Detection in Social Media Comments - Custom Subword Tokenization with Subword2Vec and BiLSTM EACL 2024
Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024
Integrating Plutchik’s Theory with Mixture of Experts for Enhancing Emotion Classification EMNLP 2024
Rethinking Token Reduction for State Space Models EMNLP 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models EMNLP 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024
Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024
Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024
Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives EMNLP 2024
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts EMNLP 2024
Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024
Towards Online Continuous Sign Language Recognition and Translation EMNLP 2024
VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP 2024
I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024
Detecting Ambiguous Utterances in an Intelligent Assistant EMNLP 2024
Neural Search Space in Gboard Decoder EMNLP 2024
Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach EMNLP 2024
Are modern neural ASR architectures robust for polysynthetic languages? EMNLP 2024
A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation EMNLP 2024
DetectiveNN: Imitating Human Emotional Reasoning with a Recall-Detect-Predict Framework for Emotion Recognition in Conversations EMNLP 2024
Robust Text Classification: Analyzing Prototype-Based Networks EMNLP 2024
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding EMNLP 2024