Transfer Learning

Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings EACL 2026 Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring EACL 2026 Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation AAAI 2026 Toward Causal Foundation World Models: From Representation to Decision-Making AAAI 2026 Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026 UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models WACV 2026 300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection EMNLP 2025 Abdelmalak at PerAnsSumm 2025: Leveraging a Domain-Specific BERT and LLaMA for Perspective-Aware Healthcare Answer Summarization NAACL 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 Ability Transfer Through Language Mixing IJCNLP 2025 Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025 ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training ICCV 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025 Adaptation of Large Language Models NAACL 2025 Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025 Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025 Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025 Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025 Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025 Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection COLING 2025 Advancing Multilingual Speaker Identification and Verification for Indo-Aryan and Dravidian Languages COLING 2025