Transfer Learning

Task-oriented Time Series Imputation Evaluation via Generalized Representers NeurIPS 2024 tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework COLING 2024 TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation ACL 2024 TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024 Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios ACL 2024 Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer NAACL 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text SemEval 2024 TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NeurIPS 2024 TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024 TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting ICLR 2024 Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024 Testable Learning with Distribution Shift COLT 2024 Testably Learning Polynomial Threshold Functions NeurIPS 2024 Testing and Adapting the Representational Abilities of Large Language Models on Folktales in Low-Resource Languages EMNLP 2024 TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression CVPR 2024 Textual Dataset Distillation via Language Model Embedding EMNLP 2024 T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024 ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents ACL 2024 The Challenges of Creating a Parallel Multilingual Hate Speech Corpus: An Exploration COLING 2024 The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text NAACL 2024 The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ACL 2024 The Expressive Power of Low-Rank Adaptation ICLR 2024 The Extraction and Fine-grained Classification of Written Cantonese Materials through Linguistic Feature Detection COLING 2024 The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities ACL 2024