Natural Language Processing

Active Learning for Natural Language Generation EMNLP 2023 Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023 Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training EACL 2023 Active Retrieval Augmented Generation EMNLP 2023 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 A Customized Text Sanitization Mechanism with Differential Privacy ACL 2023 AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SemEval 2023 Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023 Adaptation Approaches for Nearest Neighbor Language Models ACL 2023 Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023 AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation EMNLP 2023 AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models EACL 2023 Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer EMNLP 2023 Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023 Adapting Language Models to Compress Contexts EMNLP 2023 Adapting Pretrained Text-to-Text Models for Long Text Sequences EMNLP 2023 Adaptive and Personalized Exercise Generation for Online Language Learning ACL 2023 Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning ICLR 2023 Adaptive Hinge Balance Loss for Document-Level Relation Extraction EMNLP 2023 Adaptive Policy with Wait-k Model for Simultaneous Translation EMNLP 2023 Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective EMNLP 2023 Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023 A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets EACL 2023 A Dataset for Investigating the Impact of Context for Offensive Language Detection in Tweets EMNLP 2023 A Dataset for Physical and Abstract Plausibility and Sources of Human Disagreement ACL 2023