in-context learning

Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning ICLR 2024 Breaking through the learning plateaus of in-context learning in Transformer ICML 2024 Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning EMNLP 2024 BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer NAACL 2024 CALVIN: Improved Contextual Video Captioning via Instruction Tuning NeurIPS 2024 Can Language Models Induce Grammatical Knowledge from Indirect Evidence? EMNLP 2024 Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? NeurIPS 2024 Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? EMNLP 2024 Can large language models explore in-context? NeurIPS 2024 Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024 Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations? COLING 2024 Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model ACL 2024 Can Large Language Models Understand Context? EACL 2024 Can LLM’s Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis NAACL 2024 Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study NeurIPS 2024 Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024 Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks ICML 2024 Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024 Can we teach language models to gloss endangered languages? EMNLP 2024 Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024 CausalLM is not optimal for in-context learning ICLR 2024 Chain-of-Dictionary Prompting Elicits Translation in Large Language Models EMNLP 2024 Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding ICLR 2024 Chain of Thoughtlessness? An Analysis of CoT in Planning NeurIPS 2024