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

DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022
CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model EMNLP 2022
Improving Large-scale Paraphrase Acquisition and Generation EMNLP 2022
RL with KL penalties is better viewed as Bayesian inference EMNLP 2022
KDDIE at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition SEMEVAL 2022
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach EMNLP 2022
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NIPS 2022
Masking Morphosyntactic Categories to Evaluate Salience for Schizophrenia Diagnosis NAACL 2022
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees NIPS 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
Using ASR-Generated Text for Spoken Language Modeling ACL 2022
Using Cross-Lingual Part of Speech Tagging for Partially Reconstructing the Classic Language Family Tree Model ACL 2022
Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022
Capturing Topic Framing via Masked Language Modeling EMNLP 2022
HSE at TempoWiC: Detecting Meaning Shift in Social Media with Diachronic Language Models EMNLP 2022
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models EMNLP 2022
HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity NAACL 2022
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NIPS 2022