Large Language Models

Learning to Decode Collaboratively with Multiple Language Models ACL 2024 Learning to Generate Answers with Citations via Factual Consistency Models ACL 2024 Learning to Rank in Generative Retrieval AAAI 2024 Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024 Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code NeurIPS 2024 Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ACL 2024 LeRet: Language-Empowered Retentive Network for Time Series Forecasting IJCAI 2024 Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation CVPR 2024 Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models EMNLP 2024 LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NeurIPS 2024 LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation EMNLP 2024 Lightweight reranking for language model generations ACL 2024 Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024 LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages NeurIPS 2024 Link-Context Learning for Multimodal LLMs CVPR 2024 LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024 LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024 LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024 LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024 LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training EMNLP 2024 LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024