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Fine-Tuning

262 directly classified papers

Papers per year

Papers

Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time ACL 2024
IT-Tuning : Parameter Efficient Information Token Tuning for Language Model ACL 2024
EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language ACL 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024
Mitigate Extrinsic Social Bias in Pre-trained Language Models via Continuous Prompts Adjustment EMNLP 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024
SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers EMNLP 2024
Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024
Updating CLIP to Prefer Descriptions Over Captions EMNLP 2024
AutoTrain: No-code training for state-of-the-art models EMNLP 2024
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners AAAI 2023
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer AAAI 2023
WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023
Analyzing Pre-trained and Fine-tuned Language Models EMNLP 2023
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023
Improving generalization in large langue model by learning prefix subspaces EMNLP 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL 2023
I2R’s End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task ACL 2023
Misery Loves Complexity: Exploring Linguistic Complexity in the Context of Emotion Detection EMNLP 2023
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023
ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic EMNLP 2023
PTUK-HULAT at ArAIEval Shared Task Fine-tuned Distilbert to Predict Disinformative Tweets EMNLP 2023
PD-AR at ArAIEval Shared Task: A BERT-Centric Approach to Tackle Arabic Disinformation EMNLP 2023
El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition EMNLP 2023