Language Modeling

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning NeurIPS 2024 Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____> EACL 2024 Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024 PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs ICML 2024 Pre-trained Large Language Models Use Fourier Features to Compute Addition NeurIPS 2024 Pretraining Language Models Using Translationese EMNLP 2024 PRODIS - a Speech Database and a Phoneme-based Language Model for the Study of Predictability Effects in Polish COLING 2024 Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines ICML 2024 Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars NeurIPS 2024 PromptTTS 2: Describing and Generating Voices with Text Prompt ICLR 2024 Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation EMNLP 2024 Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024 Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024 RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024 RASU: Retrieval Augmented Speech Understanding through Generative Modeling Interspeech 2024 REBEL: Reinforcement Learning via Regressing Relative Rewards NeurIPS 2024 Reference-less Analysis of Context Specificity in Translation with Personalised Language Models COLING 2024 REFINER: Reasoning Feedback on Intermediate Representations EACL 2024 Regression Aware Inference with LLMs EMNLP 2024 REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024 Repeat After Me: Transformers are Better than State Space Models at Copying ICML 2024 Representation Surgery: Theory and Practice of Affine Steering ICML 2024 ReproHum #0892-01: The painful route to consistent results: A reproduction study of human evaluation in NLG COLING 2024 Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration EACL 2024