Large Language Models

LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024 LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition ACL 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings NeurIPS 2024 LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024 LLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought IJCAI 2024 LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings EACL 2024 LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024 LLMs’ morphological analyses of complex FST-generated Finnish words ACL 2024 LLM-supertagger: Categorial Grammar Supertagging via Large Language Models EMNLP 2024 Llumnix: Dynamic Scheduling for Large Language Model Serving OSDI 2024 L-MAGIC: Language Model Assisted Generation of Images with Coherence CVPR 2024 LM-Cocktail: Resilient Tuning of Language Models via Model Merging ACL 2024 LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset ICLR 2024 Localized Zeroth-Order Prompt Optimization NeurIPS 2024 LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model CVPR 2024 LoCoCo: Dropping In Convolutions for Long Context Compression ICML 2024 LoFiT: Localized Fine-tuning on LLM Representations NeurIPS 2024 LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024 LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models COLING 2024 LongAlign: A Recipe for Long Context Alignment of Large Language Models EMNLP 2024 LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024