language model fine-tuning

Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024 DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024 e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models ACL 2024 Experimenting with Discourse Segmentation of Taiwan Southern Min Spontaneous Speech EACL 2024 Feriji: A French-Zarma Parallel Corpus, Glossary & Translator ACL 2024 Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL 2024 Fine-tuning Language Models for Predicting the Impact of Events Associated to Financial News Articles COLING 2024 Fine-tuning Language Models for Triple Extraction with Data Augmentation ACL 2024 Fine-Tuning Language Models on Dutch Protest Event Tweets EACL 2024 Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024 FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NeurIPS 2024 Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy ACL 2024 GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses EMNLP 2024 Imitating Language via Scalable Inverse Reinforcement Learning NeurIPS 2024 Improving Context-Aware Preference Modeling for Language Models NeurIPS 2024 L3Masking: Multi-task Fine-tuning for Language Models by Leveraging Lessons Learned from Vanilla Models EMNLP 2024 Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024 Learning Semantic Structure through First-Order-Logic Translation EMNLP 2024 Leveraging Contextual Information for Effective Entity Salience Detection NAACL 2024 M2QA: Multi-domain Multilingual Question Answering EMNLP 2024 Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models EMNLP 2024 Model Fusion through Bayesian Optimization in Language Model Fine-Tuning NeurIPS 2024 Multi-language Diversity Benefits Autoformalization NeurIPS 2024 NEFTune: Noisy Embeddings Improve Instruction Finetuning ICLR 2024 Open Language Data Initiative: Advancing Low-Resource Machine Translation for Karakalpak EMNLP 2024