Large Language Models

Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval EMNLP 2023 Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023 Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023 Low-Resource Deontic Modality Classification in EU Legislation EMNLP 2023 LTRC_IIITH’s 2023 Submission for Prompting Large Language Models as Explainable Metrics Task AACL 2023 M2C: Towards Automatic Multimodal Manga Complement EMNLP 2023 Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding EMNLP 2023 MaChAmp at SemEval-2023 tasks 2, 3, 4, 5, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets. SemEval 2023 Making Large Language Models Better Data Creators EMNLP 2023 MAP: Multimodal Uncertainty-Aware Vision-Language Pre-Training Model CVPR 2023 MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023 MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models SemEval 2023 Mass-Editing Memory in a Transformer ICLR 2023 Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models ACL 2023 MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems EMNLP 2023 MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling ACL 2023 Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023 Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023 MedTem2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries ACL 2023 MEEP: Is this Engaging? Prompting Large Language Models for Dialogue Evaluation in Multilingual Settings EMNLP 2023 Meet in the Middle: A New Pre-training Paradigm NeurIPS 2023 MEG Encoding using Word Context Semantics in Listening Stories Interspeech 2023 MELODI at SemEval-2023 Task 3: In-domain Pre-training for Low-resource Classification of News Articles SemEval 2023 Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization NeurIPS 2023