Large Language Models

Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models ACL 2023 Do Language Models Have a Common Sense regarding Time? Revisiting Temporal Commonsense Reasoning in the Era of Large Language Models EMNLP 2023 Do Language Models Learn about Legal Entity Types during Pretraining? EMNLP 2023 Do Large Language Models Know What They Don’t Know? ACL 2023 Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark EMNLP 2023 Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023 Domain Terminology Integration into Machine Translation: Leveraging Large Language Models EMNLP 2023 Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain Keywords ACL 2023 Do PLMs Know and Understand Ontological Knowledge? ACL 2023 Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the Machiavelli Benchmark ICML 2023 Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023 Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs ICLR 2023 DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains ACL 2023 DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models ACL 2023 DUMB: A Benchmark for Smart Evaluation of Dutch Models EMNLP 2023 DUTNLP System for the WMT2023 Discourse-Level Literary Translation EMNLP 2023 Dynamic Transformers Provide a False Sense of Efficiency ACL 2023 Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023 EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023 EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023 EduQuick: A Dataset Toward Evaluating Summarization of Informal Educational Content for Social Media AACL 2023 Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023 Effective Structured Prompting by Meta-Learning and Representative Verbalizer ICML 2023 Efficient Data Learning for Open Information Extraction with Pre-trained Language Models EMNLP 2023 Efficient Multilingual Language Model Compression through Vocabulary Trimming EMNLP 2023