Large Language Models

Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner EMNLP 2024 Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric EMNLP 2024 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024 Can LLMs Understand the Implication of Emphasized Sentences in Dialogue? EMNLP 2024 Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs EMNLP 2024 Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024 Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks ICML 2024 Can Textual Unlearning Solve Cross-Modality Safety Alignment? EMNLP 2024 Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024 CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024 Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024 Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ACL 2024 Can We Instruct LLMs to Compensate for Position Bias? EMNLP 2024 Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data EMNLP 2024 CarbonNovo: Joint Design of Protein Structure and Sequence Using a Unified Energy-based Model ICML 2024 CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization AAAI 2024 Cascade Speculative Drafting for Even Faster LLM Inference NeurIPS 2024 Case-Based or Rule-Based: How Do Transformers Do the Math? ICML 2024 CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024 Causal Graph Modeling with Deep Neural Engines for Strong Abstract Reasoning in Language and Vision IJCAI 2024 Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024 Causality Based Front-door Defense Against Backdoor Attack on Language Models ICML 2024 Causal language modeling can elicit search and reasoning capabilities on logic puzzles NeurIPS 2024 CausalLM is not optimal for in-context learning ICLR 2024 Cell2Sentence: Teaching Large Language Models the Language of Biology ICML 2024