Large Language Models

Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024 Better Zero-Shot Reasoning with Role-Play Prompting NAACL 2024 Beyond Binary Gender Labels: Revealing Gender Bias in LLMs through Gender-Neutral Name Predictions ACL 2024 Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws ICML 2024 Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. EMNLP 2024 Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment ICLR 2024 Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024 Beyond Memorization: The Challenge of Random Memory Access in Language Models ACL 2024 Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models ACL 2024 Beyond Text: Frozen Large Language Models in Visual Signal Comprehension CVPR 2024 Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark ACL 2024 Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models EMNLP 2024 BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization ACL 2024 Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024 Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model ACL 2024 Bifurcated Attention for Single-Context Large-Batch Sampling ICML 2024 Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NeurIPS 2024 BiMediX: Bilingual Medical Mixture of Experts LLM EMNLP 2024 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024 BITS Pilani at SemEval-2024 Task 10: Fine-tuning BERT and Llama 2 for Emotion Recognition in Conversation SemEval 2024 BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages NeurIPS 2024 BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering EMNLP 2024 Blending LLMs into Cascaded Speech Translation: KIT’s Offline Speech Translation System for IWSLT 2024 ACL 2024 Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL 2024 BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models NeurIPS 2024