Transfer Learning

The IgboAPI Dataset: Empowering Igbo Language Technologies through Multi-dialectal Enrichment COLING 2024 The Impact of Depth on Compositional Generalization in Transformer Language Models NAACL 2024 The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NeurIPS 2024 The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract) AAAI 2024 The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure NeurIPS 2024 The MOLOR Lemma Bank: a New LLOD Resource for Old Irish COLING 2024 The Program Testing Ability of Large Language Models for Code EMNLP 2024 The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning NeurIPS 2024 The UNLP 2024 Shared Task on Fine-Tuning Large Language Models for Ukrainian COLING 2024 The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024 The unreasonable effectiveness of large language models for low-resource clause-level morphology: In-context generalization or prior exposure? NAACL 2024 The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning NeurIPS 2024 Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024 TiC-CLIP: Continual Training of CLIP Models ICLR 2024 Tight Rates in Supervised Outlier Transfer Learning ICLR 2024 Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction ACL 2024 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models ICLR 2024 Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NeurIPS 2024 TM-TREK at SemEval-2024 Task 8: Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text SemEval 2024 To Drop or Not to Drop? Predicting Argument Ellipsis Judgments: A Case Study in Japanese COLING 2024 TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR EMNLP 2024 Tolerant Algorithms for Learning with Arbitrary Covariate Shift NeurIPS 2024 ToNER: Type-oriented Named Entity Recognition with Generative Language Model COLING 2024 Topic-guided Example Selection for Domain Adaptation in LLM-based Machine Translation EACL 2024 To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages NAACL 2024