conftrace_

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

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

Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023

Visual Recognition-Driven Image Restoration for Multiple Degradation With Intrinsic Semantics Recovery CVPR 2023

SCoDA: Domain Adaptive Shape Completion for Real Scans CVPR 2023

DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection CVPR 2023

Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation CVPR 2023

Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023

Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-World CVPR 2023

AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection CVPR 2023