Large Language Models

Generating Converging Narratives for Games with Large Language Models COLING 2024 Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding ACL 2024 Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond ACL 2024 Generative Multimodal Models are In-Context Learners CVPR 2024 Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research EMNLP 2024 GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators ACL 2024 GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024 German Text Simplification: Finetuning Large Language Models with Semi-Synthetic Data EACL 2024 Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents ACL 2024 Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models ACL 2024 GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models EMNLP 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NeurIPS 2024 Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024 GPT4Point: A Unified Framework for Point-Language Understanding and Generation CVPR 2024 Grammar-Aligned Decoding NeurIPS 2024 Graph-based Uncertainty Metrics for Long-form Language Model Generations NeurIPS 2024 GraphQL Query Generation: A Large Training and Benchmarking Dataset EMNLP 2024 GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024 GraphReason: Enhancing Reasoning Capabilities of Large Language Models through A Graph-Based Verification Approach ACL 2024 GRASP: A Novel Benchmark for Evaluating Language GRounding and Situated Physics Understanding in Multimodal Language Models IJCAI 2024 Grounding Multimodal Large Language Models in Actions NeurIPS 2024 GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations NeurIPS 2024 HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024 HelloFresh: LLM Evalutions on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits ACL 2024 HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding EMNLP 2024