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Language Models

705 directly classified papers

Papers per year

Papers

Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024
Autoregressive Pre-Training on Pixels and Texts EMNLP 2024
Where is the signal in tokenization space? EMNLP 2024
Modeling Nonnative Sentence Processing with L2 Language Models EMNLP 2024
The effects of distance on NPI illusive effects in BERT EMNLP 2024
Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives EMNLP 2024
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024
Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024
Preparing Lessons for Progressive Training on Language Models AAAI 2024
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024
YNU-HPCC at SIGHAN-2024 dimABSA Task: Using PLMs with a Joint Learning Strategy for Dimensional Intensity Prediction ACL 2024
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024
Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? ACL 2024
Evaluating Extrapolation Ability of Large Language Model in Chemical Domain ACL 2024
Design Proteins Using Large Language Models: Enhancements and Comparative Analyses ACL 2024
AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024
Towards Context-aware Normalization of Variant Characters in Classical Chinese Using Parallel Editions and BERT ACL 2024
On the Effect of (Near) Duplicate Subwords in Language Modelling ACL 2024
TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation ACL 2024
SumTablets: A Transliteration Dataset of Sumerian Tablets ACL 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024
ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ACL 2024
SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ACL 2024
URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024