Transfer Learning

Can LLMs Fix Issues with Reasoning Models? Towards More Likely Models for AI Planning AAAI 2024 Can LLMs Reason in the Wild with Programs? EMNLP 2024 Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024 Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024 Can probing classifiers reveal the learning by contact center large language models?: No, it doesn’t! NAACL 2024 Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? Interspeech 2024 CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024 Causal Graph Modeling with Deep Neural Engines for Strong Abstract Reasoning in Language and Vision IJCAI 2024 Causal Imitation for Markov Decision Processes: a Partial Identification Approach NeurIPS 2024 Cell ontology guided transcriptome foundation model NeurIPS 2024 Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations COLING 2024 CHAMUÇA: Towards a Linked Data Language Resource of Portuguese Borrowings in Asian Languages COLING 2024 Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs NAACL 2024 Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks ACL 2024 CHRONOS: A Schema-Based Event Understanding and Prediction System AAAI 2024 CIFD: Controlled Information Flow to Enhance Knowledge Distillation NeurIPS 2024 CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment ICLR 2024 CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer AAAI 2024 Classifier identification in Ancient Egyptian as a low-resource sequence-labelling task ACL 2024 CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model AAAI 2024 Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024 Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction EACL 2024 Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models COLING 2024 CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context COLING 2024 CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024