Natural Language Processing

MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts ICML 2024 0x.Yuan at SemEval-2024 Task 5: Enhancing Legal Argument Reasoning with Structured Prompts SemEval 2024 1024m at SMM4H 2024: Tasks 3, 5 & 6 - Self Reported Health Text Classification through Ensembles ACL 2024 1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024 2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval Interspeech 2024 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset COLING 2024 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024 AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SemEval 2024 Aalamaram: A Large-Scale Linguistically Annotated Treebank for the Tamil Language COLING 2024 AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models EACL 2024 AAST-NLP at Multimodal Hate Speech Event Detection 2024 : A Multimodal Approach for Classification of Text-Embedded Images Based on CLIP and BERT-Based Models. EACL 2024 AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark EMNLP 2024 A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ACL 2024 A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution EMNLP 2024 Abdelhak at SemEval-2024 Task 9: Decoding Brainteasers, The Efficacy of Dedicated Models Versus ChatGPT SemEval 2024 A Benchmark Evaluation of Clinical Named Entity Recognition in French COLING 2024 A Benchmark for Learning to Translate a New Language from One Grammar Book ICLR 2024 A Benchmark for Recipe Understanding in Artificial Agents COLING 2024 A Benchmark Suite of Japanese Natural Questions NAACL 2024 ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024 A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models ICML 2024 ABLE: Personalized Disability Support with Politeness and Empathy Integration EMNLP 2024 AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024 ABSEval: An Agent-based Framework for Script Evaluation EMNLP 2024