conftrace_

synthetic datum

765 papers

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Co-occurring keywords

synthetic data generation (590) domain adaptation (4595) data augmentation (3052) large language model (13587) transfer learning (5449) low-resource language (2273) knowledge distillation (3725) semantic segmentation (3186) language model (4599) machine translation (2499)

Papers

Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity ACL 2025
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos EMNLP 2025
Team Horizon at BHASHA Task 1: Multilingual IndicGEC with Transformer-based Grammatical Error Correction Models IJCNLP 2025
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 JMLR 2025
On Consistent Bayesian Inference from Synthetic Data JMLR 2025
Enhancing Discourse Parsing for Local Structures from Social Media with LLM-Generated Data COLING 2025
DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation NAACL 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction AACL 2025
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner AAAI 2025
Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? AACL 2025
Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data COLING 2025
Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ACL 2025
Dataset Distillation via the Wasserstein Metric ICCV 2025
The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025
Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection ICCV 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025
GASP: Gaussian Avatars with Synthetic Priors CVPR 2025
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025
FaceLift: Learning Generalizable Single Image 3D Face Reconstruction from Synthetic Heads ICCV 2025