Foundation Models

Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024 Text-Aware Diffusion for Policy Learning NeurIPS 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World ICLR 2024 The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline NAACL 2024 The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning ICLR 2024 The Data Addition Dilemma MLHC 2024 The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective EMNLP 2024 The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof NeurIPS 2024 The Expressive Power of Transformers with Chain of Thought ICLR 2024 Theia: Distilling Diverse Vision Foundation Models for Robot Learning CoRL 2024 The Impact of Reasoning Step Length on Large Language Models ACL 2024 The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024 The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts ACL 2024 The mechanistic basis of data dependence and abrupt learning in an in-context classification task ICLR 2024 The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ACL 2024 The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis EMNLP 2024 The Onomastic Repertoire of the Roman d’Alexandre (ORNARE). Designing an Integrated Digital Onomastic Tool for Medieval French Romance COLING 2024 TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024 The Program Testing Ability of Large Language Models for Code EMNLP 2024 The Rise of Federated Intelligence: From Federated Foundation Models Toward Collective Intelligence IJCAI 2024 The role of morphosyntactic similarity in generating related sentences NAACL 2024 The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models EMNLP 2024 The State of the Art of Large Language Models on Chartered Financial Analyst Exams EMNLP 2024 Think before you speak: Training Language Models With Pause Tokens ICLR 2024