Language Modeling

EventNet-ITA: Italian Frame Parsing for Events EACL 2024 Every Answer Matters: Evaluating Commonsense with Probabilistic Measures ACL 2024 Examining Language Modeling Assumptions Using an Annotated Literary Dialect Corpus EMNLP 2024 Expanding the FLORES+ Multilingual Benchmark with Translations for Aragonese, Aranese, Asturian, and Valencian EMNLP 2024 Experimenting with Discourse Segmentation of Taiwan Southern Min Spontaneous Speech EACL 2024 Exploring Compositional Generalization of Large Language Models NAACL 2024 Exploring intertextuality across the Homeric poems through language models ACL 2024 Exploring Language Model’s Code Generation Ability with Auxiliary Functions NAACL 2024 Exploring Precision and Recall to assess the quality and diversity of LLMs ACL 2024 Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems EMNLP 2024 Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations EACL 2024 Extending Context Window of Large Language Models via Semantic Compression ACL 2024 Extending Input Contexts of Language Models through Training on Segmented Sequences NAACL 2024 FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024 FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NeurIPS 2024 F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024 Fewer is More: Boosting Math Reasoning with Reinforced Context Pruning EMNLP 2024 Fewer Truncations Improve Language Modeling ICML 2024 Filtered Direct Preference Optimization EMNLP 2024 Findings of the Second BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora CoNLL 2024 Findings of the SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024 Focused Large Language Models are Stable Many-Shot Learners EMNLP 2024 Frequency Explains the Inverse Correlation of Large Language Models’ Size, Training Data Amount, and Surprisal’s Fit to Reading Times EACL 2024 From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024 From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024