Large Language Models

News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024 NExT-Chat: An LMM for Chat, Detection and Segmentation ICML 2024 NExT-GPT: Any-to-Any Multimodal LLM ICML 2024 NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024 NExT: Teaching Large Language Models to Reason about Code Execution ICML 2024 NICE: To Optimize In-Context Examples or Not? ACL 2024 NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries EACL 2024 NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian EMNLP 2024 nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024 NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning ACL 2024 Noisy Neighbors: Efficient membership inference attacks against LLMs ACL 2024 Non-Exchangeable Conformal Language Generation with Nearest Neighbors EACL 2024 Non-Vacuous Generalization Bounds for Large Language Models ICML 2024 Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models ACL 2024 NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ACL 2024 Null-Shot Prompting: Rethinking Prompting Large Language Models With Hallucination EMNLP 2024 NumDecoders at SemEval-2024 Task 7: FlanT5 and GPT enhanced with CoT for Numerical Reasoning SemEval 2024 NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations SemEval 2024 NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ACL 2024 NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials SemEval 2024 NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security NeurIPS 2024 Object Recognition as Next Token Prediction CVPR 2024 Observing the Southern US Culture of Honor Using Large-Scale Social Media Analysis EMNLP 2024 OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024 Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding NeurIPS 2024