Large Language Models

Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction EMNLP 2023 Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023 Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023 Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023 bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark ACL 2023 Bidirectional Language Models Are Also Few-shot Learners ICLR 2023 Binding Language Models in Symbolic Languages ICLR 2023 Biomedical Language Models are Robust to Sub-optimal Tokenization ACL 2023 Biomedical Parallel Sentence Retrieval Using Large Language Models EMNLP 2023 BioNART: A Biomedical Non-AutoRegressive Transformer for Natural Language Generation ACL 2023 BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP 2023 Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? EMNLP 2023 Black-box language model explanation by context length probing ACL 2023 BLESS: Benchmarking Large Language Models on Sentence Simplification EMNLP 2023 BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023 BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023 Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy ACL 2023 Bootstrapping Vision-Language Learning with Decoupled Language Pre-training NeurIPS 2023 Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints EACL 2023 BRAINTEASER: Lateral Thinking Puzzles for Large Language Models EMNLP 2023 Bridging Information-Theoretic and Geometric Compression in Language Models EMNLP 2023 BSpell: A CNN-Blended BERT Based Bangla Spell Checker EMNLP 2023 Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective EMNLP 2023 Building Socio-culturally Inclusive Stereotype Resources with Community Engagement NeurIPS 2023 BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023