Language Modeling

Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research ACL 2024 Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation ICLR 2024 Simple and Effective Masked Diffusion Language Models NeurIPS 2024 Simple linear attention language models balance the recall-throughput tradeoff ICML 2024 Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation ICLR 2024 SocialStigmaQA: A Benchmark to Uncover Stigma Amplification in Generative Language Models AAAI 2024 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NeurIPS 2024 Soft Self-Consistency Improves Language Models Agents ACL 2024 Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification ICLR 2024 SpaceByte: Towards Deleting Tokenization from Large Language Modeling NeurIPS 2024 SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations ACL 2024 Speechworthy Instruction-tuned Language Models EMNLP 2024 Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024 Stable Language Model Pre-training by Reducing Embedding Variability EMNLP 2024 State-Free Inference of State-Space Models: The *Transfer Function* Approach ICML 2024 Stay on Topic with Classifier-Free Guidance ICML 2024 Step-by-Step: Controlling Arbitrary Style in Text with Large Language Models COLING 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 Streaming Long Video Understanding with Large Language Models NeurIPS 2024 StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ACL 2024 Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 Submodular-based In-context Example Selection for LLMs-based Machine Translation COLING 2024 Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024