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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions EACL 2024 LaMP: When Large Language Models Meet Personalization ACL 2024 LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024 LangCell: Language-Cell Pre-training for Cell Identity Understanding ICML 2024 Language and Speech Technology for Central Kurdish Varieties COLING 2024 Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn’t ACL 2024 Language Concept Erasure for Language-invariant Dense Retrieval EMNLP 2024 Language Model Beats Diffusion - Tokenizer is key to visual generation ICLR 2024 Language Models and Semantic Relations: A Dual Relationship COLING 2024 Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain NAACL 2024 Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024 Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024 Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024 Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024 Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences ACL 2024 Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024 Language Models Linearly Represent Sentiment EMNLP 2024 Language Pivoting from Parallel Corpora for Word Sense Disambiguation of Historical Languages: A Case Study on Latin COLING 2024 Language Resources From Prominent Born-Digital Humanities Texts are Still Needed in the Age of LLMs EMNLP 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 LAraBench: Benchmarking Arabic AI with Large Language Models EACL 2024 LAR-ECHR: A New Legal Argument Reasoning Task and Dataset for Cases of the European Court of Human Rights EMNLP 2024 Large Human Language Models: A Need and the Challenges NAACL 2024 Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course EMNLP 2024 Large Language Model Based Multi-agents: A Survey of Progress and Challenges IJCAI 2024