Large Language Models

Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023 Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023 Can a Prediction’s Rank Offer a More Accurate Quantification of Bias? A Case Study Measuring Sexism in Debiased Language Models AACL 2023 Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study ICLR 2023 Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate EMNLP 2023 Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding Interspeech 2023 Can ChatGPT Understand Causal Language in Science Claims? ACL 2023 Can Language Models Be Specific? How? ACL 2023 Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023 Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023 Can Large Language Models Reason about Program Invariants? ICML 2023 Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ACL 2023 Can LMs Store and Retrieve 1-to-N Relational Knowledge? ACL 2023 Can We Edit Multimodal Large Language Models? EMNLP 2023 CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding EMNLP 2023 Causal Abstraction for Chain-of-Thought Reasoning in Arithmetic Word Problems EMNLP 2023 Causal interventions expose implicit situation models for commonsense language understanding ACL 2023 C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models NeurIPS 2023 Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023 Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Characterised LLMs Affect its Evaluation of Summary and Translation AACL 2023 ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023 ChatGPT as a Java Decompiler EMNLP 2023 ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023