Resources & Methods

What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation ICML 2024 What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement ICML 2024 When ”A Helpful Assistant” Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models EMNLP 2024 When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024 When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation ACL 2024 When Elote, Choclo and Mazorca are not the Same. Isomorphism-Based Perspective to the Spanish Varieties Divergences NAACL 2024 When Hieroglyphs Meet Technology: A Linguistic Journey through Ancient Egypt Using Natural Language Processing COLING 2024 When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models NAACL 2024 When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024 When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models NeurIPS 2024 When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models EMNLP 2024 When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method ICLR 2024 When Your Cousin Has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages COLING 2024 Where am I? Large Language Models Wandering between Semantics and Structures in Long Contexts EMNLP 2024 Where are we Still Split on Tokenization? EACL 2024 Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 Where is the signal in tokenization space? EMNLP 2024 Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages AAAI 2024 Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input NAACL 2024 Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? EMNLP 2024 Which questions should I answer? Salience Prediction of Inquisitive Questions EMNLP 2024 Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation Interspeech 2024 Whisper Multilingual Downstream Task Tuning Using Task Vectors Interspeech 2024 Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models EMNLP 2024 Whitening Not Recommended for Classification Tasks in LLMs ACL 2024