Title |
|---|
 Basic Reading DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment AnalysisIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2025 |
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level UnderstandingsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 |
 Towards Efficient and Explainable Hate Speech Detection via Model
DistillationEuropean Conference on Information Retrieval (ECIR), 2024 |
 Adversarial Attack for Explanation Robustness of Rationalization ModelsEuropean Conference on Artificial Intelligence (ECAI), 2024 |
 Red Teaming Language Models for Contradictory DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 |
 TriSum: Learning Summarization Ability from Large Language Models with
Structured RationaleNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
 Contextualization Distillation from Large Language Model for Knowledge
Graph CompletionFindings (Findings), 2024 |
 Efficient Toxic Content Detection by Bootstrapping and Distilling Large
Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Explanation-aware Soft Ensemble Empowers Large Language Model In-context
LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 HARE: Explainable Hate Speech Detection with Step-by-Step ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 POE: Process of Elimination for Multiple Choice ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 MCC-KD: Multi-CoT Consistent Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Crystal: Introspective Reasoners Reinforced with Self-FeedbackConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 ICLEF: In-Context Learning with Expert Feedback for Explainable Style
TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Arkadiy Saakyan Smaranda Muresan |
 Few Shot Rationale Generation using Self-Training with Dual TeachersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 Small Language Models Improve Giants by Rewriting Their OutputsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Enhancing Small Medical Learners with Privacy-preserving Contextual
PromptingInternational Conference on Learning Representations (ICLR), 2023 |
 LogiCoT: Logical Chain-of-Thought Instruction-TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 SatLM: Satisfiability-Aided Language Models Using Declarative PromptingNeural Information Processing Systems (NeurIPS), 2023 |
 Knowledge Rumination for Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 ZARA: Improving Few-Shot Self-Rationalization for Small Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 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 |
 SCOTT: Self-Consistent Chain-of-Thought DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 Explanation Selection Using Unlabeled Data for Chain-of-Thought
PromptingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Case-Based Reasoning with Language Models for Classification of Logical
FallaciesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Reasoning with Language Model Prompting: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 ER-Test: Evaluating Explanation Regularization Methods for Language
ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
