cs.CL（2024-01-19）

📊 共 17 篇论文 | 🔗 4 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (11 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (5 🔗1) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (11 篇)

#题目一句话要点标签🔗⭐
1 Attentive Fusion: A Transformer-based Approach to Multimodal Hate Speech Detection 提出基于Transformer的多模态仇恨言论检测方法 multimodal
2 Mining experimental data from Materials Science literature with Large Language Models: an evaluation study 评估大语言模型在材料科学文献中提取实验数据的能力 large language model
3 FAIR Enough: How Can We Develop and Assess a FAIR-Compliant Dataset for Large Language Models' Training? 提出FAIR框架以提升大语言模型训练数据的伦理性与合规性 large language model
4 Knowledge Fusion of Large Language Models 提出知识融合方法以提升大型语言模型性能 large language model ✅
5 Language models align with human judgments on key grammatical constructions 重新评估大型语言模型的语法判断能力 large language model
6 Accelerating Multilingual Language Model for Excessively Tokenized Languages 提出新语言模型头以加速多语言模型在高度分词语言中的生成 large language model
7 Cross-lingual Editing in Multilingual Language Models 提出跨语言模型编辑方法以解决多语言模型更新问题 large language model ✅
8 Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning 提出ESC以降低自一致性多步推理的高成本问题 chain-of-thought
9 DeepEdit: Knowledge Editing as Decoding with Constraints 提出DEEPEDIT框架以解决大语言模型知识编辑中的推理一致性问题 large language model
10 Knowledge Verification to Nip Hallucination in the Bud 提出知识一致性对齐方法以减少语言模型的幻觉现象 large language model ✅
11 Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models 提出模型编辑方法以提升语言模型的安全性与准确性 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (5 篇)

#题目一句话要点标签🔗⭐
12 Large Language Models are Efficient Learners of Noise-Robust Speech Recognition 提出语言空间噪声嵌入以提升噪声鲁棒语音识别 distillation large language model
13 Reinforcement learning for question answering in programming domain using public community scoring as a human feedback 通过人类反馈强化学习提升编程领域问答性能 reinforcement learning PPO RLHF
14 PHOENIX: Open-Source Language Adaption for Direct Preference Optimization 提出PHOENIX以解决多语言模型适应性不足问题 DPO direct preference optimization large language model ✅
15 Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion 提出基于掩码生成特征的渐进蒸馏方法以解决知识图谱补全问题 teacher-student distillation
16 Recent Advances in Named Entity Recognition: A Comprehensive Survey and Comparative Study 综述命名实体识别的最新进展与比较研究 reinforcement learning large language model

🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)

#题目一句话要点标签🔗⭐
17 The "Colonial Impulse" of Natural Language Processing: An Audit of Bengali Sentiment Analysis Tools and Their Identity-based Biases 审计孟加拉情感分析工具以揭示身份偏见 PULSE

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