Large Language Models

The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023 The Quantization Model of Neural Scaling NeurIPS 2023 The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only NeurIPS 2023 The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models AACL 2023 The Role of Global and Local Context in Named Entity Recognition ACL 2023 The ROOTS Search Tool: Data Transparency for LLMs ACL 2023 The Self-Contained Negation Test Set EMNLP 2023 The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023 The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023 The Web Can Be Your Oyster for Improving Language Models ACL 2023 The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023 ThinkSum: Probabilistic reasoning over sets using large language models ACL 2023 Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing EMNLP 2023 Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning EMNLP 2023 Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation EMNLP 2023 Thrust: Adaptively Propels Large Language Models with External Knowledge NeurIPS 2023 T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning SemEval 2023 TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023 Token-Scaled Logit Distillation for Ternary Weight Generative Language Models NeurIPS 2023 ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind CoNLL 2023 Toolformer: Language Models Can Teach Themselves to Use Tools NeurIPS 2023 ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings NeurIPS 2023 Toward Adversarial Training on Contextualized Language Representation ICLR 2023 Toward Cultural Bias Evaluation Datasets: The Case of Bengali Gender, Religious, and National Identity EACL 2023 Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023