Language Models

FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge EMNLP 2023 Findings of the AmericasNLP 2023 Shared Task on Machine Translation into Indigenous Languages ACL 2023 FinGPT: Large Generative Models for a Small Language EMNLP 2023 Free Lunch for Efficient Textual Commonsense Integration in Language Models ACL 2023 From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023 FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023 GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023 Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023 Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023 Hidden Schema Networks ACL 2023 Hints on the data for language modeling of synthetic languages with transformers ACL 2023 HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023 Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale. ACL 2023 InCoder: A Generative Model for Code Infilling and Synthesis ICLR 2023 Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023 Itri Amigos at ArAIEval Shared Task: Transformer vs. Compression-Based Models for Persuasion Techniques and Disinformation Detection EMNLP 2023 IUNADI at NADI 2023 shared task: Country-level Arabic Dialect Classification in Tweets for the Shared Task NADI 2023 EMNLP 2023 Kanbun-LM: Reading and Translating Classical Chinese in Japanese Methods by Language Models ACL 2023 KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023 Language model acceptability judgements are not always robust to context ACL 2023 Language Modeling with Latent Situations ACL 2023 Language Model Tokenizers Introduce Unfairness Between Languages NeurIPS 2023 Large Language Models Meet NL2Code: A Survey ACL 2023 Learning Better Masking for Better Language Model Pre-training ACL 2023 Learning to Tokenize for Generative Retrieval NeurIPS 2023