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Fine-Tuning

704 directly classified papers

Papers per year

Papers

CultureLLM: Incorporating Cultural Differences into Large Language Models NIPS 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NIPS 2024
On the Effects of Data Scale on UI Control Agents NIPS 2024
Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023
Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes AAAI 2023
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing AAAI 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation NIPS 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning NIPS 2023
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NIPS 2023
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing NIPS 2023
OpenAssistant Conversations - Democratizing Large Language Model Alignment NIPS 2023
Geodesic Multi-Modal Mixup for Robust Fine-Tuning NIPS 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023
Where to start? Analyzing the potential value of intermediate models EMNLP 2023
PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023
Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ACL 2023
No clues, good clues: Out of context Lexical Relation Classification ACL 2023
Won’t Get Fooled Again: Answering Questions with False Premises ACL 2023
Measuring the Instability of Fine-Tuning ACL 2023
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models ACL 2023
WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models ACL 2023
Contrastive Error Attribution for Finetuned Language Models ACL 2023
Large Language Models Are Reasoning Teachers ACL 2023