Large Language Models

Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues EMNLP 2024 Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024 Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024 Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024 Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NeurIPS 2024 A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models ICML 2024 ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling ACL 2024 ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs EMNLP 2024 Arrows of Time for Large Language Models ICML 2024 Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? ACL 2024 Arxiv Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance EMNLP 2024 ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024 A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts ACL 2024 A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism ACL 2024 A SMART Mnemonic Sounds like “Glue Tonic”: Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick EMNLP 2024 A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? ICML 2024 Assessing and Verifying Task Utility in LLM-Powered Applications EMNLP 2024 Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning EACL 2024 Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024 Assessing Large Language Models on Climate Information ICML 2024 Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications ICML 2024 AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? EMNLP 2024 Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues EMNLP 2024 A Statistical Framework for Data-dependent Retrieval-Augmented Models ICML 2024 AST-T5: Structure-Aware Pretraining for Code Generation and Understanding ICML 2024