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Fine-Tuning

704 directly classified papers

Papers per year

Papers

LIPN at WojoodNER shared task: A Span-Based Approach for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
FashionSAP: Symbols and Attributes Prompt for Fine-Grained Fashion Vision-Language Pre-Training CVPR 2023
Task Residual for Tuning Vision-Language Models CVPR 2023
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL 2023
Elaboration-Generating Commonsense Question Answering at Scale ACL 2023
Entity Tracking in Language Models ACL 2023
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast ACL 2023
FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information ACL 2023
Guided Recommendation for Model Fine-Tuning CVPR 2023
Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models AAAI 2023
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023
PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment EMNLP 2022
An Empirical Analysis of Memorization in Fine-tuned Autoregressive Language Models EMNLP 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? EMNLP 2022
ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP 2022
PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models EMNLP 2022
Evaluating Parameter Efficient Learning for Generation EMNLP 2022
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts EMNLP 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022
Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022
Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022