Foundation Models

Can we obtain significant success in RST discourse parsing by using Large Language Models? EACL 2024 CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization AAAI 2024 Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning CVPR 2024 CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024 Categorical Flow Matching on Statistical Manifolds NeurIPS 2024 Causal language modeling can elicit search and reasoning capabilities on logic puzzles NeurIPS 2024 Cell ontology guided transcriptome foundation model NeurIPS 2024 CellPLM: Pre-training of Cell Language Model Beyond Single Cells ICLR 2024 CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning AAAI 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations COLING 2024 CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs’ Mathematical Reasoning Capabilities ACL 2024 ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction NeurIPS 2024 CharacterGLM: Customizing Social Characters with Large Language Models EMNLP 2024 CheckersGPT: Learning World Models through Language Modeling ACL 2024 CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support ACL 2024 Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ACL 2024 Chinese UMR annotation: Can LLMs help? COLING 2024 CHIRON: Rich Character Representations in Long-Form Narratives EMNLP 2024 Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks ACL 2024 Citation-Enhanced Generation for LLM-based Chatbots ACL 2024 CK12: A Rounded K12 Knowledge Graph Based Benchmark for Chinese Holistic Cognition Evaluation AAAI 2024 Classification of Buddhist Verses: The Efficacy and Limitations of Transformer-Based Models EMNLP 2024 CLAUSE-ATLAS: A Corpus of Narrative Information to Scale up Computational Literary Analysis COLING 2024 CLD-MEC at MEDIQA- CORR 2024 Task: GPT-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction NAACL 2024