language model

StFX-NLP at SemEval-2024 Task 9: BRAINTEASER: Three Unsupervised Riddle-Solvers SemEval 2024 Stochastic Fine-Tuning of Language Models Using Masked Gradients EMNLP 2024 STORYSUMM: Evaluating Faithfulness in Story Summarization EMNLP 2024 StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NeurIPS 2024 StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ACL 2024 Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising EMNLP 2024 Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections EMNLP 2024 Successor Heads: Recurring, Interpretable Attention Heads In The Wild ICLR 2024 Summarization-Based Document IDs for Generative Retrieval with Language Models EMNLP 2024 SumTablets: A Transliteration Dataset of Sumerian Tablets ACL 2024 SuperGLEBer: German Language Understanding Evaluation Benchmark NAACL 2024 Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass NeurIPS 2024 Surgical Feature-Space Decomposition of LLMs: Why, When and How? ACL 2024 SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NeurIPS 2024 Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NeurIPS 2024 Syntactic dependency length shaped by strategic memory allocation EACL 2024 Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024 TableRAG: Million-Token Table Understanding with Language Models NeurIPS 2024 TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024 Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024 Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens EMNLP 2024 TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model COLING 2024 Target-Adaptive Consistency Enhanced Prompt-Tuning for Multi-Domain Stance Detection COLING 2024 Targeted Syntactic Evaluation on the Chomsky Hierarchy COLING 2024 Task-agnostic Distillation of Encoder-Decoder Language Models COLING 2024