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 Reasoning with Latent Thoughts: On the Power of Looped TransformersInternational Conference on Learning Representations (ICLR), 2025 |
 SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 LLMs Know More Than They Show: On the Intrinsic Representation of LLM HallucinationsInternational Conference on Learning Representations (ICLR), 2024 |
 In-context Vectors: Making In Context Learning More Effective and
Controllable Through Latent Space SteeringInternational Conference on Machine Learning (ICML), 2023 |
 What Formal Languages Can Transformers Express? A SurveyTransactions of the Association for Computational Linguistics (TACL), 2023 |
 Think before you speak: Training Language Models With Pause TokensInternational Conference on Learning Representations (ICLR), 2023 |
 Distilling Step-by-Step! Outperforming Larger Language Models with Less
Training Data and Smaller Model SizesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister |
 Self-Instruct: Aligning Language Models with Self-Generated InstructionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Large Language Models Are Reasoning TeachersAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Training language models to follow instructions with human feedbackNeural Information Processing Systems (NeurIPS), 2022 |
 The Power of Scale for Parameter-Efficient Prompt TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
 Are NLP Models really able to Solve Simple Math Word Problems?North American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 Analyzing Curriculum Learning for Sentiment Analysis along Task
Difficulty, Pacing and Visualization AxesWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2021 |
 Prefix-Tuning: Optimizing Continuous Prompts for GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xiang Lisa Li Abigail Z. Jacobs |
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