Large Language Models

StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024 Subgoal-based Demonstration Learning for Formal Theorem Proving ICML 2024 Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models ACL 2024 Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024 Successor Features for Efficient Multi-Subject Controlled Text Generation ICML 2024 SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning SemEval 2024 Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024 SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories EMNLP 2024 Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation ICML 2024 Surgical Feature-Space Decomposition of LLMs: Why, When and How? ACL 2024 Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution EMNLP 2024 Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the US EMNLP 2024 SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget ACL 2024 Switchable Decision: Dynamic Neural Generation Networks ICML 2024 SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NeurIPS 2024 SyllabusQA: A Course Logistics Question Answering Dataset ACL 2024 Symbolic Regression with a Learned Concept Library NeurIPS 2024 Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024 Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale NeurIPS 2024 Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024 Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024 Synergistic Interplay between Search and Large Language Models for Information Retrieval ACL 2024 Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems EMNLP 2024 Syntactic dependency length shaped by strategic memory allocation EACL 2024 SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation EMNLP 2024