Language Modeling

Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens EMNLP 2024 Tandem Transformers for Inference Efficient LLMs ICML 2024 Target-Aware Language Modeling via Granular Data Sampling EMNLP 2024 Targeted Syntactic Evaluation on the Chomsky Hierarchy COLING 2024 Teaching Arithmetic to Small Transformers ICLR 2024 Teaching Probabilistic Logical Reasoning to Transformers EACL 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 Team Bolaca at SemEval-2024 Task 6: Sentence-transformers are all you need SemEval 2024 Technology and Language Revitalization: A Roadmap for the Mvskoke Language EACL 2024 TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024 Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ACL 2024 TempoFormer: A Transformer for Temporally-aware Representations in Change Detection EMNLP 2024 Testing the Effect of Code Documentation on Large Language Model Code Understanding NAACL 2024 The Consensus Game: Language Model Generation via Equilibrium Search ICLR 2024 The Effect of Generalisation on the Inadequacy of the Mode EACL 2024 The Effect of Surprisal on Reading Times in Information Seeking and Repeated Reading CoNLL 2024 The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning AAAI 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 Pitfalls of Next-Token Prediction ICML 2024 The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs EACL 2024 The SETU-ADAPT Submissions to WMT 2024 Chat Translation Tasks EMNLP 2024 The steerability of large language models toward data-driven personas NAACL 2024 Think before you speak: Training Language Models With Pause Tokens ICLR 2024 Think Twice: Perspective-Taking Improves Large Language Models’ Theory-of-Mind Capabilities ACL 2024