Large Language Models

One-Layer Transformer Provably Learns One-Nearest Neighbor In Context NeurIPS 2024 One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks EMNLP 2024 OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting EMNLP 2024 One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts ICML 2024 One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ACL 2024 One-Shot Learning as Instruction Data Prospector for Large Language Models ACL 2024 One-Shot Prompt for Language Variety Identification NAACL 2024 One Thousand and One Pairs: A “novel” challenge for long-context language models EMNLP 2024 On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering NAACL 2024 On Improving Repository-Level Code QA for Large Language Models ACL 2024 On Leveraging Encoder-only Pre-trained Language Models for Effective Keyphrase Generation COLING 2024 Online Adaptation of Language Models with a Memory of Amortized Contexts NeurIPS 2024 On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL NAACL 2024 Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NeurIPS 2024 Online Knowledge Distillation of Decoder-Only Large Language Models for Efficient Speech Recognition Interspeech 2024 On Measuring Faithfulness or Self-consistency of Natural Language Explanations ACL 2024 On Narrative Question Answering Skills NAACL 2024 On Prompt-Driven Safeguarding for Large Language Models ICML 2024 On Scaling Up a Multilingual Vision and Language Model CVPR 2024 On Shortcuts and Biases: How Finetuned Language Models Distinguish Audience-Specific Instructions in Italian and English ACL 2024 On Simplification of Discharge Summaries in Serbian: Facing the Challenges COLING 2024 On the Benchmarking of LLMs for Open-Domain Dialogue Evaluation ACL 2024 On the Effectiveness of Acoustic BPE in Decoder-Only TTS Interspeech 2024 On the Empirical Complexity of Reasoning and Planning in LLMs EMNLP 2024 On-the-fly Definition Augmentation of LLMs for Biomedical NER NAACL 2024