Language Modeling

Explaining Data Patterns in Natural Language with Language Models EMNLP 2023 Explaining How Transformers Use Context to Build Predictions ACL 2023 Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition Interspeech 2023 Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages EMNLP 2023 Exploring the Benefits of Training Expert Language Models over Instruction Tuning ICML 2023 Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023 Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language CVPR 2023 Fairness-guided Few-shot Prompting for Large Language Models NeurIPS 2023 Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding EMNLP 2023 Faster Minimum Bayes Risk Decoding with Confidence-based Pruning EMNLP 2023 Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023 Findings of the AmericasNLP 2023 Shared Task on Machine Translation into Indigenous Languages ACL 2023 Fine-tuning Sentence-RoBERTa to Construct Word Embeddings for Low-resource Languages from Bilingual Dictionaries ACL 2023 FinGPT: Large Generative Models for a Small Language EMNLP 2023 Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023 Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding ACL 2023 Formal Mathematics Statement Curriculum Learning ICLR 2023 Frequency Balanced Datasets Lead to Better Language Models EMNLP 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 Frustratingly Easy Label Projection for Cross-lingual Transfer ACL 2023 GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023 Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ACL 2023 Generating Text from Language Models ACL 2023 Generative Spoken Language Model based on continuous word-sized audio tokens EMNLP 2023 Geographical Erasure in Language Generation EMNLP 2023