LLM2: Let Large Language Models Harness System 2 Reasoning.
CoRR, 2024
Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability.
CoRR, 2024
A Survey on the Honesty of Large Language Models.
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CoRR, 2024
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation.
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CoRR, 2024
LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes.
CoRR, 2024
Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Hint-Enhanced In-Context Learning Wakes Large Language Models Up For Knowledge-Intensive Tasks.
Proceedings of the IEEE International Conference on Acoustics, 2024
ContextVis: Envision Contextual Learning and Interaction with Generative Models.
Proceedings of the HCI International 2024 Posters, 2024
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models.
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Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
A Thorough Examination of Decoding Methods in the Era of LLMs.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing.
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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Metro Re-illustrated: Incremental Generation of Stylized Paintings Using Neural Networks.
Proceedings of the ACM SIGGRAPH 2023 Posters, 2023
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning.
Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023
Community Tour: An Expandable Knowledge Exploration System for Urban Migrant Children.
Proceedings of the 22nd Annual ACM Interaction Design and Children Conference, 2023
IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task.
Proceedings of the Seventh Conference on Machine Translation, 2022