Large Language Models

HyperAttention: Long-context Attention in Near-Linear Time ICLR 2024 Hypothesis Testing the Circuit Hypothesis in LLMs NeurIPS 2024 HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis NeurIPS 2024 IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training COLING 2024 I am a Strange Dataset: Metalinguistic Tests for Language Models ACL 2024 IAPT: Instance-Aware Prompt Tuning for Large Language Models ACL 2024 icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract) AAAI 2024 Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024 I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token NeurIPS 2024 Ignore Me But Don’t Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain NAACL 2024 iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification SemEval 2024 IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual Machine Translation EMNLP 2024 I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler COLING 2024 Imitating Language via Scalable Inverse Reinforcement Learning NeurIPS 2024 IMNTPU at ML-ESG-3: Transformer Language Models for Multi-Lingual ESG Impact Type and Duration Classification COLING 2024 Impact of Task Adapting on Transformer Models for Targeted Sentiment Analysis in Croatian Headlines COLING 2024 Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024 ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024 Implicit Bias of AdamW: ℓ_∞-Norm Constrained Optimization ICML 2024 Improving Audio Codec-based Zero-Shot Text-to-Speech Synthesis with Multi-Modal Context and Large Language Model Interspeech 2024 Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024 Improving Bengali and Hindi Large Language Models COLING 2024 Improving Context-Aware Preference Modeling for Language Models NeurIPS 2024 Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning ICML 2024