Large Language Models

Improving Event Definition Following For Zero-Shot Event Detection ACL 2024 Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024 Improving Referring Ability for Biomedical Language Models EMNLP 2024 Incentivizing Quality Text Generation via Statistical Contracts NeurIPS 2024 Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models ACL 2024 Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024 In Defense of Structural Sparse Adapters for Concurrent LLM Serving EMNLP 2024 INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NeurIPS 2024 Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues EMNLP 2024 Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models NeurIPS 2024 Inference and Verbalization Functions During In-Context Learning EMNLP 2024 Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation EMNLP 2024 Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes EMNLP 2024 Insights into LLM Long-Context Failures: When Transformers Know but Don’t Tell EMNLP 2024 InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024 InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024 Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024 Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact ACL 2024 Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension ACL 2024 Intent Detection in the Age of LLMs EMNLP 2024 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 Intersection of Artificial Intelligence and Medical Education (Student Abstract) AAAI 2024 INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024