Large Language Models

Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024 PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes EMNLP 2024 Pre-trained Large Language Models Use Fourier Features to Compute Addition NeurIPS 2024 Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement ACL 2024 Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion AAAI 2024 PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought CVPR 2024 Prompt Highlighter: Interactive Control for Multi-Modal LLMs CVPR 2024 Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024 Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers AAAI 2024 ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024 Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning NeurIPS 2024 PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024 Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024 PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL EMNLP 2024 PUB: A Pragmatics Understanding Benchmark for Assessing LLMs’ Pragmatics Capabilities ACL 2024 PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness EMNLP 2024 QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024 QTIP: Quantization with Trellises and Incoherence Processing NeurIPS 2024 Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024 QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NeurIPS 2024 Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024 QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024 Questioning the Survey Responses of Large Language Models NeurIPS 2024 QuIP$#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks ICML 2024 RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024