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Domain Adaptation

8656 directly classified papers

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Papers

Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025
Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer ACL 2025
ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series ACL 2025
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting ACL 2025
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ACL 2025
CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification ACL 2025
BERT-like Models for Slavic Morpheme Segmentation ACL 2025
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning ACL 2025
CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025
Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024 ACL 2025
ENGinius: A Bilingual LLM Optimized for Plant Construction Engineering ACL 2025
Domain Adaptation of Foundation LLMs for e-Commerce ACL 2025
Tarbiat_Modares_SemEval2025_Task11_MultiLabel_Emotion_TransferLearning ACL 2025
PreSumm: Predicting Summarization Performance Without Summarizing ACL 2025
MMInA: Benchmarking Multihop Multimodal Internet Agents ACL 2025
Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025
DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset COLING 2025
LionGuard: A Contextualized Moderation Classifier to Tackle Localized Unsafe Content COLING 2025
SiTa - Sinhala and Tamil Speaker Diarization Dataset in the Wild COLING 2025
A Dual Contrastive Learning Framework for Enhanced Hate Speech Detection in Low-Resource Languages COLING 2025
FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025