Large Language Models

Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024 Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models ACL 2024 Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning ECCV 2024 Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models NeurIPS 2024 Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark ACL 2024 Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models IJCAI 2024 Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models EMNLP 2024 BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs EMNLP 2024 Bias Amplification in Language Model Evolution: An Iterated Learning Perspective NeurIPS 2024 Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024 BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization ICML 2024 Big City Bias: Evaluating the Impact of Metropolitan Size on Computational Job Market Abilities of Language Models EACL 2024 Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NeurIPS 2024 BiLLM: Pushing the Limit of Post-Training Quantization for LLMs ICML 2024 BIPED: Pedagogically Informed Tutoring System for ESL Education ACL 2024 BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models EMNLP 2024 Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives EMNLP 2024 BitDelta: Your Fine-Tune May Only Be Worth One Bit NeurIPS 2024 BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024 Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024 BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024 BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages NeurIPS 2024 BlenderAlchemy: Editing 3D Graphics with Vision-Language Models ECCV 2024 BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models NeurIPS 2024 Block Transformer: Global-to-Local Language Modeling for Fast Inference NeurIPS 2024