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Deep Learning

1397 directly classified papers

Papers per year

Papers

Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025
Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark ACL 2025
Virtual CRISPR: Can LLMs Predict CRISPR Screen Results? ACL 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025
LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025
AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025
Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ACL 2025
From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification ACL 2025
Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025
Low-resource Buryat-Russian neural machine translation ACL 2025
Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025
Blind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model CVPR 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization CVPR 2025
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks IJCAI 2025
Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset EMNLP 2025
COLUR: Confidence-Oriented Learning, Unlearning and Relearning with Noisy-Label Data for Model Restoration and Refinement IJCAI 2025
Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC IJCAI 2025
CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025
Grouped Speculative Decoding for Autoregressive Image Generation ICCV 2025
Systematic Generalization in Language Models Scales with Information Entropy ACL 2025