Language Models

Generation with Dynamic Vocabulary EMNLP 2024 Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024 GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NeurIPS 2024 How to Compute the Probability of a Word EMNLP 2024 HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024 InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024 IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators ACL 2024 Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024 Is Child-Directed Speech Effective Training Data for Language Models? EMNLP 2024 kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution NeurIPS 2024 Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion ACL 2024 Language Modeling Is Compression ICLR 2024 Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024 Local and Global Decoding in Text Generation EMNLP 2024 MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024 mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024 Mission: Impossible Language Models ACL 2024 Modeling Nonnative Sentence Processing with L2 Language Models EMNLP 2024 MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions NeurIPS 2024 Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing EMNLP 2024 Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants EMNLP 2024 MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NeurIPS 2024 NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian EMNLP 2024 On Affine Homotopy between Language Encoders NeurIPS 2024