Fine-Tuning

Leveraging Large Language Models for Enhanced Product Descriptions in eCommerce EMNLP 2023 Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023 LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023 Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA EMNLP 2023 Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency ACL 2023 Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023 nav-nlp at RadSum23: Abstractive Summarization of Radiology Reports using BART Finetuning ACL 2023 Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023 Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec ACL 2023 ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023 PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023 rematchka at NADI 2023 shared task: Parameter Efficient tuning for Dialect Identification and Dialect Machine Translation EMNLP 2023 Representation Projection Invariance Mitigates Representation Collapse EMNLP 2023 Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023 RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023 Reviewriter: AI-Generated Instructions For Peer Review Writing ACL 2023 ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ACL 2023 Search Augmented Instruction Learning EMNLP 2023 TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023 Task-Specific Skill Localization in Fine-tuned Language Models ICML 2023 Theoretical and Practical Perspectives on what Influence Functions Do NeurIPS 2023 Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks EMNLP 2023 Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023 Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder’s Perspective EMNLP 2023 TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023