Transfer Learning

Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024 ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations SemEval 2024 Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation COLING 2024 Is Multiple Object Tracking a Matter of Specialization? NeurIPS 2024 ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning EMNLP 2024 Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-based Models COLING 2024 JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024 Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion EMNLP 2024 Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition Interspeech 2024 Kardeş-NLU: Transfer to Low-Resource Languages with the Help of a High-Resource Cousin – A Benchmark and Evaluation for Turkic Languages EACL 2024 KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024 KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion COLING 2024 Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks NAACL 2024 KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection SemEval 2024 KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model EMNLP 2024 KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024 Know-Adapter: Towards Knowledge-Aware Parameter-Efficient Transfer Learning for Few-shot Named Entity Recognition COLING 2024 Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NeurIPS 2024 Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels NAACL 2024 Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024 Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic COLING 2024 Knowledge-enhanced Response Generation in Dialogue Systems: Current Advancements and Emerging Horizons COLING 2024 Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024 Knowledge-Preserving Pluggable Modules for Multilingual Speech Translation Tasks Interspeech 2024 Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024