Large Language Models

Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape ICML 2024 Transformers Represent Belief State Geometry in their Residual Stream NeurIPS 2024 Transforming and Combining Rewards for Aligning Large Language Models ICML 2024 Tree of Attacks: Jailbreaking Black-Box LLMs Automatically NeurIPS 2024 Tree of Problems: Improving structured problem solving with compositionality EMNLP 2024 TroL: Traversal of Layers for Large Language and Vision Models EMNLP 2024 TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks ICML 2024 TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024 Trust the PRoC3S: Solving Long-Horizon Robotics Problems with LLMs and Constraint Satisfaction CoRL 2024 Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning ICML 2024 Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ACL 2024 TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024 TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models EMNLP 2024 TueCICL at SemEval-2024 Task 8: Resource-efficient approaches for machine-generated text detection SemEval 2024 TuringQ: Benchmarking AI Comprehension in Theory of Computation EMNLP 2024 Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024 TU Wien at SemEval-2024 Task 6: Unifying Model-Agnostic and Model-Aware Techniques for Hallucination Detection SemEval 2024 Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024 Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization EMNLP 2024 Typos that Broke the RAG’s Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations EMNLP 2024 UCSC NLP at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF) SemEval 2024 UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation ACL 2024 ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024 ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024 ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback ICML 2024