Natural Language Processing

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 and Analyzing Entity-Level Memorization in Large Language Models AAAI 2024 Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024 Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing NeurIPS 2024 Quantifying Generalizations: Exploring the Divide Between Human and LLMs’ Sensitivity to Quantification ACL 2024 Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles EMNLP 2024 Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting ICLR 2024 Quantifying Political Polarization through the Lens of Machine Translation and Vicarious Offense AAAI 2024 Quantifying Stereotypes in Language EACL 2024 Quantifying the Ethical Dilemma of Using Culturally Toxic Training Data in AI Tools for Indigenous Languages COLING 2024 Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval EMNLP 2024 Quantifying the Plausibility of Context Reliance in Neural Machine Translation ICLR 2024 Quantifying Uncertainty in Natural Language Explanations of Large Language Models AISTATS 2024 Quantitative metrics to the CARS model in academic discourse in biology introductions EACL 2024 Quantization of Large Language Models with an Overdetermined Basis UAI 2024 Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models ACL 2024 Quantum-Inspired Neural Network with Runge-Kutta Method AAAI 2024 Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation AAAI 2024 Quantum Recurrent Architectures for Text Classification EMNLP 2024 Quartet@LT-EDI 2024: A Support Vector Machine Approach For Caste and Migration Hate Speech Detection EACL 2024 Quartet@LT-EDI 2024: A SVM-ResNet50 Approach For Multitask Meme Classification - Unraveling Misogynistic and Trolls in Online Memes EACL 2024 Quartet@LT-EDI 2024: Support Vector Machine Based Approach For Homophobia/Transphobia Detection In Social Media Comments EACL 2024 Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation EMNLP 2024