conftrace_

language model fine-tuning

236 papers

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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

On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting NIPS 2022
BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model INTERSPEECH 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts IJCNLP 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction IJCNLP 2022
ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction NAACL 2022
Embedding Hallucination for Few-shot Language Fine-tuning NAACL 2022
Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022
ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5 EMNLP 2021
IGA: An Intent-Guided Authoring Assistant EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning ACL 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging ACL 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
Question Generation for Adaptive Education ACL 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021
Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection NAACL 2021
Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021
Team Ohio State at CMCL 2021 Shared Task: Fine-Tuned RoBERTa for Eye-Tracking Data Prediction NAACL 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT EACL 2021
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models EACL 2021
On the evolution of syntactic information encoded by BERT’s contextualized representations EACL 2021
Emotion-Infused Models for Explainable Psychological Stress Detection NAACL 2021
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning IJCNLP 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic IJCNLP 2021