domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning ACL 2025

Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025

The Two Paradigms of LLM Detection: Authorship Attribution vs. Authorship Verification ACL 2025

Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025

ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025

Lunar Twins: We Choose to Go to the Moon with Large Language Models ACL 2025

A Retrieval-Based Approach to Medical Procedure Matching in Romanian ACL 2025

Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025

Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025

CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025

ACL 2025 Industry Track: Overview ACL 2025

Domain Adaptation of Foundation LLMs for e-Commerce ACL 2025

DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains EMNLP 2025

Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025

PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations? CVPR 2025

Tulun: Transparent and Adaptable Low-resource Machine Translation ACL 2025

Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets ACL 2025

Cross-Genre Learning for Old English Poetry POS Tagging ACL 2025

Bridging the Embodiment Gap in Agricultural Knowledge Representation for Language Models ACL 2025

QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings ACL 2025

KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025

Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models ACL 2025

Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025

GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ACL 2025