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Domain Adaptation

8,656 papers

Papers per year

Papers

BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024
Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ACL 2024
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024
Self-Supervised Position Debiasing for Large Language Models ACL 2024
Aligning Speech Segments Beyond Pure Semantics ACL 2024
Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model ACL 2024
Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models ACL 2024
SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis ACL 2024
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024
SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval ACL 2024
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
It takes two to borrow: a donor and a recipient. Who’s who? ACL 2024
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024
Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024
Knowledge Graph-Enhanced Large Language Models via Path Selection ACL 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification ACL 2024
E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024
Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation ACL 2024