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Language Modeling

1090 directly classified papers

Papers per year

Papers

ARTS: Assessing Readability & Text Simplicity EMNLP 2024
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP 2024
Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024
Can Language Models Induce Grammatical Knowledge from Indirect Evidence? EMNLP 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark COLING 2024
LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling COLING 2024
Are BabyLMs Second Language Learners? CONLL 2024
Do Language Models Exhibit Human-like Structural Priming Effects? ACL 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NIPS 2024
Instruction Tuning With Loss Over Instructions NIPS 2024
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization NIPS 2024
Lexical Substitution as Causal Language Modeling NAACL 2024
Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* COLING 2024
Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024
Allen Institute for AI @ SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024
EventNet-ITA: Italian Frame Parsing for Events EACL 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
UDParse @ SIGTYP 2024 Shared Task : Modern Language Models for Historical Languages EACL 2024
ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models EACL 2024