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Fine-Tuning

487 directly classified papers

Papers per year

Papers

KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SEMEVAL 2023
A Kernel-Based View of Language Model Fine-Tuning ICML 2023
Task-Specific Skill Localization in Fine-tuned Language Models ICML 2023
Fine-Grained Retrieval Prompt Tuning AAAI 2023
Concept-wise Fine-tuning Matters in Preventing Negative Transfer ICCV 2023
Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model INTERSPEECH 2023
Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NIPS 2023
Theoretical and Practical Perspectives on what Influence Functions Do NIPS 2023
Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora ACL 2023
Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023
Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training ACL 2023
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023
Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency ACL 2023
Reviewriter: AI-Generated Instructions For Peer Review Writing ACL 2023
RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023
Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions ACL 2023
Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning EMNLP 2023
Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification EMNLP 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023
Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023
Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023