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Deep Learning
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Models
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Generative Models
6,381 papers
Papers per year
2003: 2
2004: 1
2006: 3
2007: 3
2008: 6
2009: 5
2010: 11
2011: 14
2012: 17
2013: 23
2014: 17
2015: 34
2016: 64
2017: 150
2018: 286
2019: 566
2020: 626
2021: 827
2022: 730
2023: 1027
2024: 897
2025: 824
2026: 248
Papers
Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving
ACL 2024
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks
ACL 2024
RepCodec: A Speech Representation Codec for Speech Tokenization
ACL 2024
Faithful Chart Summarization with ChaTS-Pi
ACL 2024
Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation
ACL 2024
Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation
ACL 2024
ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation
ACL 2024
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models
ACL 2024
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
ACL 2024
Aligning Speech Segments Beyond Pure Semantics
ACL 2024
Generative Input: Towards Next-Generation Input Methods Paradigm
ACL 2024
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
ACL 2024
TransFace: Unit-Based Audio-Visual Speech Synthesizer for Talking Head Translation
ACL 2024
Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining
ACL 2024
Unsupervised Sign Language Translation and Generation
ACL 2024
Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data
ACL 2024
Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction
ACL 2024
Token Alignment via Character Matching for Subword Completion
ACL 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation
ACL 2024
AUTH at BioLaySumm 2024: Bringing Scientific Content to Kids
ACL 2024
Could Chemical Language Models benefit from Message Passing
ACL 2024
DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases
ACL 2024
Repurformer: Transformers for Repurposing-Aware Molecule Generation
ACL 2024
Lang2Mol-Diff: A Diffusion-Based Generative Model for Language-to-Molecule Translation Leveraging SELFIES Representation
ACL 2024
Deep Learning Meets Egyptology: a Hieroglyphic Transformer for Translating Ancient Egyptian
ACL 2024
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