conftrace_
← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8,078 papers

Papers per year

Papers

GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning EMNLP 2024
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning EMNLP 2024
Towards Aligning Language Models with Textual Feedback EMNLP 2024
Task Oriented In-Domain Data Augmentation EMNLP 2024
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR EMNLP 2024
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging EMNLP 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models EMNLP 2024
RAR: Retrieval-augmented retrieval for code generation in low resource languages EMNLP 2024
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024
KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model EMNLP 2024
AutoTrain: No-code training for state-of-the-art models EMNLP 2024
DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024
MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP 2024
The Program Testing Ability of Large Language Models for Code EMNLP 2024
Code Representation Pre-training with Complements from Program Executions EMNLP 2024
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions EMNLP 2024
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024
News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024
Arcee’s MergeKit: A Toolkit for Merging Large Language Models EMNLP 2024
Sequential LLM Framework for Fashion Recommendation EMNLP 2024
ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning EMNLP 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024
Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024
Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024
Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024