Resources & Methods

Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training ACL 2023 Language Models Meet World Models: Embodied Experiences Enhance Language Models NeurIPS 2023 Language Model Tokenizers Introduce Unfairness Between Languages NeurIPS 2023 Language Preference for Expression of Sentiment for Nepali-English Bilingual Speakers on Social Media EMNLP 2023 Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? EMNLP 2023 LanSER: Language-Model Supported Speech Emotion Recognition Interspeech 2023 LANS: Large-scale Arabic News Summarization Corpus EMNLP 2023 Large Language Model Adaptation for Financial Sentiment Analysis AACL 2023 Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias NeurIPS 2023 Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023 Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation EMNLP 2023 Large Language Models are biased to overestimate profoundness EMNLP 2023 Large Language Models are Built-in Autoregressive Search Engines ACL 2023 Large Language Models are Complex Table Parsers EMNLP 2023 Large Language Models are Human-Level Prompt Engineers ICLR 2023 Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning NeurIPS 2023 Large Language Models are legal but they are not: Making the case for a powerful LegalLLM EMNLP 2023 Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023 Large Language Models As Annotators: A Preliminary Evaluation For Annotating Low-Resource Language Content AACL 2023 Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023 Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023 Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023 Large Language Models can Implement Policy Iteration NeurIPS 2023 Large Language Models for Multilingual Slavic Named Entity Linking EACL 2023 Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NeurIPS 2023