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Domain Adaptation

8,656 papers

Papers per year

Papers

Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy ACL 2024
PrivaT5: A Generative Language Model for Privacy Policies ACL 2024
DomainInv: Domain Invariant Fine Tuning and Adversarial Label Correction For Unsupervised QA Domain Adaptation ACL 2024
Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? ACL 2024
Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension ACL 2024
Towards a Clean Text Corpus for Ottoman Turkish ACL 2024
Do LLMs Speak Kazakh? A Pilot Evaluation of Seven Models ACL 2024
CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024
IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling ACL 2024
HaleLab_NITK@SMM4H’24: Binary classification of English tweets reporting children’s medical disorders ACL 2024
Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy ACL 2024
Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ACL 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024
Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024
Multi-Domain Causal Representation Learning via Weak Distributional Invariances AISTATS 2024
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification AISTATS 2024
DAGnosis: Localized Identification of Data Inconsistencies using Structures AISTATS 2024
Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation AISTATS 2024
Mixed Models with Multiple Instance Learning AISTATS 2024
FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024
Proxy Methods for Domain Adaptation AISTATS 2024
Contextual Bandits with Budgeted Information Reveal AISTATS 2024