Foundation Models

Bayesian Low-rank Adaptation for Large Language Models ICLR 2024 Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models ACL 2024 BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models ACL 2024 BC-Prover: Backward Chaining Prover for Formal Theorem Proving EMNLP 2024 BELT: Building Endangered Language Technology ACL 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT ICML 2024 Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models Interspeech 2024 Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024 Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024 Benchmarking Complex Instruction-Following with Multiple Constraints Composition NeurIPS 2024 Benchmarking Data Science Agents ACL 2024 Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming NeurIPS 2024 Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies COLING 2024 Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem COLING 2024 Benchmarking Large Language Models on Controllable Generation under Diversified Instructions AAAI 2024 Benchmarking Vision Language Models for Cultural Understanding EMNLP 2024 BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation ICLR 2024 BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices NeurIPS 2024 Better Zero-Shot Reasoning with Role-Play Prompting NAACL 2024 Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NeurIPS 2024 Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory AAAI 2024 Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks EMNLP 2024 Beyond graphemes and phonemes: continuous phonological features in neural text-to-speech synthesis Interspeech 2024 Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models EMNLP 2024