language model

TAXI: Evaluating Categorical Knowledge Editing for Language Models ACL 2024 Teaching Language Models to Hallucinate Less with Synthetic Tasks ICLR 2024 Teaching Large Language Models to Self-Debug ICLR 2024 TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024 Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation EMNLP 2024 Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024 Tending Towards Stability: Convergence Challenges in Small Language Models EMNLP 2024 Text Filtering Classifiers for Medium-Resource Languages COLING 2024 Text-Guided Molecule Generation with Diffusion Language Model AAAI 2024 The Accuracy Paradox in RLHF: When Better Reward Models Don’t Yield Better Language Models EMNLP 2024 The Art of Saying No: Contextual Noncompliance in Language Models NeurIPS 2024 The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants ACL 2024 The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text NAACL 2024 The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models ICLR 2024 The Effect of Surprisal on Reading Times in Information Seeking and Repeated Reading CoNLL 2024 The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains NeurIPS 2024 The False Promise of Imitating Proprietary Language Models ICLR 2024 The Generative AI Paradox: “What It Can Create, It May Not Understand” ICLR 2024 The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) ACL 2024 The Greatest Good Benchmark: Measuring LLMs’ Alignment with Utilitarian Moral Dilemmas EMNLP 2024 The Impact of Integration Step on Integrated Gradients EACL 2024 The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract) AAAI 2024 The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024 The Mamba in the Llama: Distilling and Accelerating Hybrid Models NeurIPS 2024 The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024