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domain adaptation

4595 papers

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Also known as

DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? EMNLP 2024
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments EMNLP 2024
Target-Aware Language Modeling via Granular Data Sampling EMNLP 2024
Domain adapted machine translation: What does catastrophic forgetting forget and why? EMNLP 2024
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning AAAI 2024
Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency AAAI 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024
Learning Image Demoiréing from Unpaired Real Data AAAI 2024
Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024
Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024
Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation ACL 2024
Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
Information Extraction for Planning Court Cases EMNLP 2024
SaSLaW: Dialogue Speech Corpus with Audio-visual Egocentric Information Toward Environment-adaptive Dialogue Speech Synthesis INTERSPEECH 2024
Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation CVPR 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain INTERSPEECH 2024
Variable Segment Length and Domain-Adapted Feature Optimization for Speaker Diarization INTERSPEECH 2024
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024
Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ACL 2024
DECM: Evaluating Bilingual ASR Performance on a Code-switching/mixing Benchmark COLING 2024
PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction AAAI 2024
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization EMNLP 2024
L3Masking: Multi-task Fine-tuning for Language Models by Leveraging Lessons Learned from Vanilla Models EMNLP 2024