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Deep Learning
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Generative Models
6381 directly classified 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
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection
SEMEVAL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora
ACL 2025
A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation
ACL 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models
ACL 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection
ACL 2025
Learning from Negative Samples in Biomedical Generative Entity Linking
ACL 2025
Dex1B: Learning with 1B Demonstrations for Dexterous Manipulation
RSS 2025
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities
ACL 2025
Statistical inference on black-box generative models in the data kernel perspective space
ACL 2025
TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation
ACL 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains?
ACL 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond
ACL 2025
Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code
ACL 2025
Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications
ACL 2025
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?
CVPR 2025
Dialz: A Python Toolkit for Steering Vectors
ACL 2025
LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation
EMNLP 2025
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models
ACL 2025
MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities
ACL 2025
Amplifying Trans and Nonbinary Voices: A Community-Centred Harm Taxonomy for LLMs
ACL 2025
OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching
ACL 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
ACL 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking
ACL 2025
CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling
ACL 2025
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering
ACL 2025
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