language model fine-tuning

SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023 Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe ACL 2023 TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023 Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023 Towards Safer Communities: Detecting Aggression and Offensive Language in Code-Mixed Tweets to Combat Cyberbullying ACL 2023 Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023 Zhegu at SemEval-2023 Task 9: Exponential Penalty Mean Squared Loss for Multilingual Tweet Intimacy Analysis SemEval 2023 AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022 AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NeurIPS 2022 A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022 BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model Interspeech 2022 Capturing Topic Framing via Masked Language Modeling EMNLP 2022 CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model EMNLP 2022 CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022 Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022 Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022 Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022 DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022 Embedding Hallucination for Few-shot Language Fine-tuning NAACL 2022 ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction NAACL 2022 Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022 Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees NeurIPS 2022 HSE at TempoWiC: Detecting Meaning Shift in Social Media with Diachronic Language Models EMNLP 2022 IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach EMNLP 2022 Improving Large-scale Paraphrase Acquisition and Generation EMNLP 2022