Foundation Models

NLPeople at L+M-24 Shared Task: An Ensembled Approach for Molecule Captioning from SMILES ACL 2024 Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers NeurIPS 2024 NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization EMNLP 2024 NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes ACL 2024 Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment EMNLP 2024 Null-Shot Prompting: Rethinking Prompting Large Language Models With Hallucination EMNLP 2024 NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models ACL 2024 Observational Scaling Laws and the Predictability of Langauge Model Performance NeurIPS 2024 OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024 ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024 OLMo: Accelerating the Science of Language Models ACL 2024 OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024 OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NeurIPS 2024 OMNI: Open-endedness via Models of human Notions of Interestingness ICLR 2024 On Convergence in Wasserstein Distance and f-divergence Minimization Problems AISTATS 2024 On Diversified Preferences of Large Language Model Alignment EMNLP 2024 One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model Interspeech 2024 One Policy to Run Them All: an End-to-end Learning Approach to Multi-Embodiment Locomotion CoRL 2024 One-to-many testing for code generation from (just) natural language EMNLP 2024 On Functional Competence of LLMs for Linguistic Disambiguation CoNLL 2024 On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey ACL 2024 ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ACL 2024 On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models Interspeech 2024 On the Relationship between Skill Neurons and Robustness in Prompt Tuning COLING 2024 On the Reliability of Psychological Scales on Large Language Models EMNLP 2024