Language Models

Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025 Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance EMNLP 2025 Kuvost: A Large-Scale Human-Annotated English to Central Kurdish Speech Translation Dataset Driven from English Common Voice ACL 2025 L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025 Language-Codec: Bridging Discrete Codec Representations and Speech Language Models ACL 2025 Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025 LIST: Language-Independent Speech Token for Multilingual Speech Synthesis with Language Models Interspeech 2025 LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch ACL 2025 LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement ACL 2025 LLMs Don’t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations EMNLP 2025 M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025 MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025 MambaExtend: A Training-Free Approach to Improve Long Context Extension of Mamba ICLR 2025 Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025 mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025 nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder AAAI 2025 NYA’s Offline Speech Translation System for IWSLT 2025 ACL 2025 On Support Samples of Next Word Prediction ACL 2025 OpusLM: A Family of Open Unified Speech Language Models Interspeech 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025 polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025 Positional Overload: Positional Debiasing and Context Window Extension for Large Language Models using Set Encoding ACL 2025 PrimeX: A Dataset of Worldview, Opinion, and Explanation EMNLP 2025 R-BPE: Improving BPE-Tokenizers with Token Reuse EMNLP 2025 Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising EMNLP 2025