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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

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+M-24: Building a Dataset for Language+Molecules @ ACL 2024 ACL 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 Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024 LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model CVPR 2024 LoCoCo: Dropping In Convolutions for Long Context Compression ICML 2024 LODinG: Linked Open Data in the Humanities COLING 2024 LoFiT: Localized Fine-tuning on LLM Representations NeurIPS 2024 Loflòc: A Morphological Lexicon for Occitan using Universal Dependencies COLING 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 LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024 Long-form evaluation of model editing NAACL 2024