Language Modeling

From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning ICML 2024 Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NeurIPS 2024 Future Language Modeling from Temporal Document History ICLR 2024 Gated Linear Attention Transformers with Hardware-Efficient Training ICML 2024 General Commerce Intelligence: Glocally Federated NLP-Based Engine for Privacy-Preserving and Sustainable Personalized Services of Multi-Merchants AAAI 2024 Generalizations across filler-gap dependencies in neural language models CoNLL 2024 Generalized Measures of Anticipation and Responsivity in Online Language Processing EMNLP 2024 Generation with Dynamic Vocabulary EMNLP 2024 Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale ACL 2024 Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024 GiLOT: Interpreting Generative Language Models via Optimal Transport ICML 2024 GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements ICML 2024 GottBERT: a pure German Language Model EMNLP 2024 GPT-3.5 for Grammatical Error Correction COLING 2024 GPT or BERT: why not both? CoNLL 2024 GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages COLING 2024 Grammar-Aligned Decoding NeurIPS 2024 Graph Representations for Machine Translation in Dialogue Settings EMNLP 2024 GroundHog: Dialogue Generation using Multi-Grained Linguistic Input EACL 2024 Guess & Sketch: Language Model Guided Transpilation ICLR 2024 Harnessing GPT to Study Second Language Learner Essays: Can We Use Perplexity to Determine Linguistic Competence? NAACL 2024 Headless Language Models: Learning without Predicting with Contrastive Weight Tying ICLR 2024 HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning AISTATS 2024 HoLM: Analyzing the Linguistic Unexpectedness in Homeric Poetry COLING 2024