large language model

The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues ACL 2023 The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models EMNLP 2023 The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering ACL 2023 The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation EMNLP 2023 The economic trade-offs of large language models: A case study ACL 2023 The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models EMNLP 2023 The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics AACL 2023 The Flan Collection: Designing Data and Methods for Effective Instruction Tuning ICML 2023 The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs NeurIPS 2023 The Importance of Human-Labeled Data in the Era of LLMs IJCAI 2023 The Internal State of an LLM Knows When It’s Lying EMNLP 2023 The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023 The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ACL 2023 The Learnability of In-Context Learning NeurIPS 2023 The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023 TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023 Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023 The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023 The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only NeurIPS 2023 The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models AACL 2023 The ROOTS Search Tool: Data Transparency for LLMs ACL 2023 The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023 The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023 The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction EMNLP 2023 The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations EMNLP 2023