Large Language Models

Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts NeurIPS 2024 RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024 RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NeurIPS 2024 RDRec: Rationale Distillation for LLM-based Recommendation ACL 2024 RealDex: Towards Human-like Grasping for Robotic Dexterous Hand IJCAI 2024 RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? EMNLP 2024 Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies EMNLP 2024 Reasons and Solutions for the Decline in Model Performance after Editing NeurIPS 2024 Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NeurIPS 2024 REBEL: Reinforcement Learning via Regressing Relative Rewards NeurIPS 2024 ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024 ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024 Recursive Introspection: Teaching Language Model Agents How to Self-Improve NeurIPS 2024 Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024 ReFT: Representation Finetuning for Language Models NeurIPS 2024 Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs NeurIPS 2024 Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024 RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024 RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NeurIPS 2024 RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP 2024 Representation Noising: A Defence Mechanism Against Harmful Finetuning NeurIPS 2024 Re-Reading Improves Reasoning in Large Language Models EMNLP 2024 Resilience of Large Language Models for Noisy Instructions EMNLP 2024 Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ACL 2024 Rethinking LLM Memorization through the Lens of Adversarial Compression NeurIPS 2024