Foundation Models

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024 Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models EMNLP 2024 Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models IJCAI 2024 Bias Amplification in Language Model Evolution: An Iterated Learning Perspective NeurIPS 2024 BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024 Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation Learning MLHC 2024 BigGait: Learning Gait Representation You Want by Large Vision Models CVPR 2024 BiMediX: Bilingual Medical Mixture of Experts LLM EMNLP 2024 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs ICLR 2024 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 BitDelta: Your Fine-Tune May Only Be Worth One Bit NeurIPS 2024 BITS Pilani at SemEval-2024 Task 9: Prompt Engineering with GPT-4 for Solving Brainteasers SemEval 2024 Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024 BloomVQA: Assessing Hierarchical Multi-modal Comprehension ACL 2024 B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory NeurIPS 2024 BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NeurIPS 2024 Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots ACL 2024 Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024 Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024 BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval Augmented Generation EMNLP 2024 Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024 BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback ICML 2024 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes SemEval 2024 BrainLM: A foundation model for brain activity recordings ICLR 2024