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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

Transfer Learning for Low-Resource Clinical Named Entity Recognition ACL 2023
ConvRGX: Recognition, Generation, and Extraction for Self-trained Conversational Question Answering ACL 2023
Robust Integration of Contextual Information for Cross-Target Stance Detection ACL 2023
Towards LLM-driven Dialogue State Tracking EMNLP 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023
CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding EMNLP 2023
Revisiting the Knowledge Injection Frameworks EMNLP 2023
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers EMNLP 2023
Exploring the Boundaries of GPT-4 in Radiology EMNLP 2023
Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer EMNLP 2023
Exploring Distributional Shifts in Large Language Models for Code Analysis EMNLP 2023
A Pretrained Language Model for Cyber Threat Intelligence EMNLP 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering EMNLP 2023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks EMNLP 2023
Investigating the Role and Impact of Disfluency on Summarization EMNLP 2023
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards EMNLP 2023
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification EMNLP 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling EMNLP 2023
CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports EMNLP 2023
Breaking Boundaries in Retrieval Systems: Unsupervised Domain Adaptation with Denoise-Finetuning EMNLP 2023
Multi-domain Summarization from Leaderboards to Practice: Re-examining Automatic and Human Evaluation EMNLP 2023
Domain-Adapting BERT for Attributing Manuscript, Century and Region in Pre-Modern Slavic Texts EMNLP 2023
Treating General MT Shared Task as a Multi-Domain Adaptation Problem: HW-TSC’s Submission to the WMT23 General MT Shared Task EMNLP 2023
SUST_Black Box at BLP-2023 Task 1: Detecting Communal Violence in Texts: An Exploration of MLM and Weighted Ensemble Techniques EMNLP 2023