Large Language Models

BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023 BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023 Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models EMNLP 2023 Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023 Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023 CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society NeurIPS 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 Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023 Can ChatGPT Understand Causal Language in Science Claims? ACL 2023 Can discrete information extraction prompts generalize across language models? ICLR 2023 Can In-context Learners Learn a Reasoning Concept from Demonstrations? ACL 2023 Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023 Can Large Language Models Capture Dissenting Human Voices? 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 Large Language Models Safely Address Patient Questions Following Cataract Surgery? ACL 2023 Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NeurIPS 2023 Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023 Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023 CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023 Causal interventions expose implicit situation models for commonsense language understanding ACL 2023 Chain-of-Thought Embeddings for Stance Detection on Social Media EMNLP 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NeurIPS 2023