Large Language Models

TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024 TableRAG: Million-Token Table Understanding with Language Models NeurIPS 2024 TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition NAACL 2024 TaD: A Plug-and-Play Task-Aware Decoding Method to Better Adapt LLMs on Downstream Tasks IJCAI 2024 TagDebias: Entity and Concept Tagging for Social Bias Mitigation in Pretrained Language Models NAACL 2024 Tagengo: A Multilingual Chat Dataset EMNLP 2024 TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024 Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models ICLR 2024 Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning NAACL 2024 Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models NeurIPS 2024 Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition EMNLP 2024 TAO at StanceEval2024 Shared Task: Arabic Stance Detection using AraBERT ACL 2024 Target-Aware Language Modeling via Granular Data Sampling EMNLP 2024 TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024 TaskBench: Benchmarking Large Language Models for Task Automation NeurIPS 2024 TaskLAMA: Probing the Complex Task Understanding of Language Models AAAI 2024 Task Me Anything NeurIPS 2024 tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework COLING 2024 Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NeurIPS 2024 Teaching Language Models to Self-Improve by Learning from Language Feedback ACL 2024 Teaching Large Language Models an Unseen Language on the Fly ACL 2024 Teaching Large Language Models to Translate with Comparison AAAI 2024 Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer NAACL 2024 Teaching LLMs at Charles University: Assignments and Activities ACL 2024 Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024