Large Language Models

rematchka at ArAIEval Shared Task: Prefix-Tuning & Prompt-tuning for Improved Detection of Propaganda and Disinformation in Arabic Social Media Content EMNLP 2023 Repository-Level Prompt Generation for Large Language Models of Code ICML 2023 Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023 Resolving Indirect Referring Expressions for Entity Selection ACL 2023 Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline NeurIPS 2023 Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023 Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023 RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023 Reviewriter: AI-Generated Instructions For Peer Review Writing ACL 2023 Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023 Reward Design with Language Models ICLR 2023 RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023 Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023 Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023 RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering EMNLP 2023 SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023 Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models ICML 2023 SatLM: Satisfiability-Aided Language Models Using Declarative Prompting NeurIPS 2023 Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge ACL 2023 SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023 Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ACL 2023 Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023 Selectively Answering Ambiguous Questions EMNLP 2023 Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023 Self-Consistency Improves Chain of Thought Reasoning in Language Models ICLR 2023