Large Language Models

GiLOT: Interpreting Generative Language Models via Optimal Transport ICML 2024 GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks ICML 2024 GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models EMNLP 2024 GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding ICML 2024 “Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024 GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024 Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models EMNLP 2024 GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024 Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024 GOME: Grounding-based Metaphor Binding With Conceptual Elaboration For Figurative Language Illustration EMNLP 2024 GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024 GPT-4 Jailbreaks Itself with Near-Perfect Success Using Self-Explanation EMNLP 2024 GPT-4V(ision) is a Generalist Web Agent, if Grounded ICML 2024 GPTSwarm: Language Agents as Optimizable Graphs ICML 2024 Grammar-Aligned Decoding NeurIPS 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024 Graph-Structured Speculative Decoding ACL 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024 GRASP: A Novel Benchmark for Evaluating Language GRounding and Situated Physics Understanding in Multimodal Language Models IJCAI 2024 GraspSplats: Efficient Manipulation with 3D Feature Splatting CoRL 2024 GRATH: Gradual Self-Truthifying for Large Language Models ICML 2024 Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization NeurIPS 2024 GroundingGPT: Language Enhanced Multi-modal Grounding Model ACL 2024 GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers ACL 2024