Large Language Models

BertaQA: How Much Do Language Models Know About Local Culture? NeurIPS 2024 Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024 Beyond Text: Frozen Large Language Models in Visual Signal Comprehension CVPR 2024 Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024 Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024 Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NeurIPS 2024 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024 BitDelta: Your Fine-Tune May Only Be Worth One Bit NeurIPS 2024 BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024 BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering EMNLP 2024 Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL 2024 BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NeurIPS 2024 BookWorm: A Dataset for Character Description and Analysis EMNLP 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024 Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ACL 2024 Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024 Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024 Bridge the Modality and Capability Gaps in Vision-Language Model Selection NeurIPS 2024 Bridging Distribution Gap via Semantic Rewriting with LLMs to Enhance OOD Robustness ACL 2024 Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract) AAAI 2024 Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers NeurIPS 2024 Calibrated Self-Rewarding Vision Language Models NeurIPS 2024 Calibrating Language Models with Adaptive Temperature Scaling EMNLP 2024 Calibrating Large Language Models Using Their Generations Only ACL 2024