conftrace_

language model fine-tuning

236 papers

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Co-occurring keywords

language model (4599) text classification (6793) transfer learning (5449) large language model (13587) text generation (2913) data augmentation (3052) pre-trained language model (1515) low-resource language (2273) named entity recognition (2813) multilingual nlp (1426)

Papers

Feriji: A French-Zarma Parallel Corpus, Glossary & Translator ACL 2024
e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models ACL 2024
Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation EMNLP 2024
Fine-Tuning Language Models on Dutch Protest Event Tweets EACL 2024
Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models EMNLP 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024
To Err Is Human, but Llamas Can Learn It Too EMNLP 2024
A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune EMNLP 2024
GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses EMNLP 2024
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NIPS 2024
A Kernel-Based View of Language Model Fine-Tuning ICML 2023
Abstractive Text Summarization Using the BRIO Training Paradigm ACL 2023
Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction EMNLP 2023
On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SEMEVAL 2023
MELODI at SemEval-2023 Task 3: In-domain Pre-training for Low-resource Classification of News Articles ACL 2023
Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023
Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023
nancy-hicks-gribble at SemEval-2023 Task 5: Classifying and generating clickbait spoilers with RoBERTa ACL 2023
KDDIE at SemEval-2023 Task 2: External Knowledge Injection for Named Entity Recognition ACL 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning NIPS 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023
Meta-Learning Online Adaptation of Language Models EMNLP 2023