conftrace_

downstream task

177 papers

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representation learning (6206) transfer learning (5449) self-supervised learning (3777) large language model (13587) language model (4599) contrastive learning (4032) pretrained language model (1030) reinforcement learning (4352) knowledge distillation (3725) pre-trained model (412)

Papers

Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks ACL 2026
EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026
Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026
Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ACL 2025
Omni-scene Perception-oriented Point Cloud Geometry Enhancement for Coordinate Quantization ICCV 2025
A Survey on Foundation Language Models for Single-cell Biology ACL 2025
MTQ-Eval: Multilingual Text Quality Evaluation for Language Models IJCNLP 2025
Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check EMNLP 2025
Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs AAAI 2025
Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025
Flexora: Flexible Low-Rank Adaptation for Large Language Models ACL 2025
Bridging the Faithfulness Gap in Prototypical Models NAACL 2025
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025
Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ACL 2025
PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation ICCV 2025
A Simple and Comprehensive Benchmark for Single-Cell Transcriptomics AAAI 2025
Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks COLING 2025
Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
Plug-and-Play Versatile Compressed Video Enhancement CVPR 2025