Language Models

Towards Context-aware Normalization of Variant Characters in Classical Chinese Using Parallel Editions and BERT ACL 2024 Training Compute-Optimal Protein Language Models NeurIPS 2024 TURNA: A Turkish Encoder-Decoder Language Model for Enhanced Understanding and Generation ACL 2024 Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance ACL 2024 URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024 What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages ACL 2024 What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024 Where is the signal in tokenization space? EMNLP 2024 Word Embeddings Are Steers for Language Models ACL 2024 YNU-HPCC at SIGHAN-2024 dimABSA Task: Using PLMs with a Joint Learning Strategy for Dimensional Intensity Prediction ACL 2024 Zoology: Measuring and Improving Recall in Efficient Language Models ICLR 2024 Abed at KSAA-RD Shared Task: Enhancing Arabic Word Embedding with Modified BERT Multilingual EMNLP 2023 Adjective Scale Probe: Can Language Models Encode Formal Semantics Information? AAAI 2023 Analysis of Style-Shifting on Social Media: Using Neural Language Model Conditioned by Social Meanings EMNLP 2023 A Natural Bias for Language Generation Models ACL 2023 An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ACL 2023 A Non-monotonic Self-terminating Language Model ICLR 2023 A Unified Generative Approach to Product Attribute-Value Identification ACL 2023 Backpack Language Models ACL 2023 Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NeurIPS 2023 Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion AAAI 2023 Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information EMNLP 2023 Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy EMNLP 2023 ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models ACL 2023