Foundation Models

PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024 Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024 PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024 Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024 PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs EMNLP 2024 QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration JMLR 2024 QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024 Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models CVPR 2024 Qsnail: A Questionnaire Dataset for Sequential Question Generation COLING 2024 Quadratic Quantum Variational Monte Carlo NeurIPS 2024 QualEval: Qualitative Evaluation for Model Improvement NAACL 2024 Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024 Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation EMNLP 2024 QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NeurIPS 2024 Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL 2024 Quantum Deep Equilibrium Models NeurIPS 2024 QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM ACL 2024 Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024 QuRating: Selecting High-Quality Data for Training Language Models ICML 2024 R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL EMNLP 2024 RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews EMNLP 2024 RAGAs: Automated Evaluation of Retrieval Augmented Generation EACL 2024 RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation NeurIPS 2024 RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024 RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts ACL 2024