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Transformers

9,294 papers

Papers per year

Papers

Multiple Instance Verification JMLR 2025
Neural Operators Can Play Dynamic Stackelberg Games JMLR 2025
Fine-grained Fallacy Detection with Human Label Variation NAACL 2025
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025
Reversed Attention: On The Gradient Descent Of Attention Layers In GPT NAACL 2025
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks NAACL 2025
ReGLA: Refining Gated Linear Attention NAACL 2025
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison NAACL 2025
Representing Rule-based Chatbots with Transformers NAACL 2025
Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models NAACL 2025
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction NAACL 2025
Token-based Decision Criteria Are Suboptimal in In-context Learning NAACL 2025
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data NAACL 2025
Analyzing the Inner Workings of Transformers in Compositional Generalization NAACL 2025
Emergence of Episodic Memory in Transformers: Characterizing Changes in Temporal Structure of Attention Scores During Training NAACL 2025
Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss NAACL 2025
Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning NAACL 2025
Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech NAACL 2025
ProSE: Diffusion Priors for Speech Enhancement NAACL 2025
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models NAACL 2025
Cross-Lingual Transfer Learning for Speech Translation NAACL 2025
Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement NAACL 2025
RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce NAACL 2025
CodeGenWrangler: Data Wrangling task automation using Code-Generating Models NAACL 2025
Detecting Sexism in Tweets: A Sentiment Analysis and Graph Neural Network Approach NAACL 2025