in-context learning

Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024 yangqi at SemEval-2024 Task 9: Simulate Human Thinking by Large Language Model for Lateral Thinking Challenges SemEval 2024 Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis COLING 2024 Zero-shot Generative Linguistic Steganography NAACL 2024 Zero-shot Scientific Claim Verification Using LLMs and Citation Text ACL 2024 ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning ACL 2024 kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference ICLR 2023 2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023 A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023 Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023 Aligning Language Models to User Opinions EMNLP 2023 Answering Ambiguous Questions via Iterative Prompting ACL 2023 Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023 A Simple Baseline for Knowledge-Based Visual Question Answering EMNLP 2023 Assessing the efficacy of large language models in generating accurate teacher responses ACL 2023 Attack Prompt Generation for Red Teaming and Defending Large Language Models EMNLP 2023 Augmenting Language Models with Long-Term Memory NeurIPS 2023 Augmenting Large Language Model Translators via Translation Memories ACL 2023 Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023 AutoTrial: Prompting Language Models for Clinical Trial Design EMNLP 2023 Batch Prompting: Efficient Inference with Large Language Model APIs EMNLP 2023 Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023 Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction EMNLP 2023