Large Language Models

AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024 A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models COLING 2024 A Parameter-Efficient Multi-Objective Approach to Mitigate Stereotypical Bias in Language Models ACL 2024 Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans NeurIPS 2024 A Perspectivist Corpus of Numbers in Social Judgements COLING 2024 API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024 APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NeurIPS 2024 API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access EMNLP 2024 Applications of BERT Models Towards Automation of Clinical Coding in Icelandic NAACL 2024 Applying Linguistic Expertise to LLMs for Educational Material Development in Indigenous Languages NAACL 2024 A Preliminary Study of ChatGPT for Spanish E2R Text Adaptation COLING 2024 APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference ICML 2024 Arabic Automatic Story Generation with Large Language Models ACL 2024 ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024 Arabic Train at NADI 2024 shared task: LLMs’ Ability to Translate Arabic Dialects into Modern Standard Arabic ACL 2024 ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models ACL 2024 AraMed: Arabic Medical Question Answering using Pretrained Transformer Language Models COLING 2024 Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024 Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024 Are Human-generated Demonstrations Necessary for In-context Learning? ICLR 2024 Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation? EACL 2024 Are Large Language Models Consistent over Value-laden Questions? EMNLP 2024 Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024 Are Large Language Models Good Statisticians? NeurIPS 2024 A RelEntLess Benchmark for Modelling Graded Relations between Named Entities EACL 2024