Foundation Models

AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models EMNLP 2024 Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale COLING 2024 Adapting to Distribution Shift by Visual Domain Prompt Generation ICLR 2024 Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning EMNLP 2024 Adaptive Prompt Routing for Arbitrary Text Style Transfer with Pre-trained Language Models AAAI 2024 Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024 AdaRA: Adaptive Rank Allocation of Residual Adapters for Speech Foundation Model Interspeech 2024 A Decade of Scholarly Research on Open Knowledge Graphs COLING 2024 A decoder-only foundation model for time-series forecasting ICML 2024 A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers EMNLP 2024 A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024 ADELT: Transpilation between Deep Learning Frameworks IJCAI 2024 Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024 Advancing Healthcare Automation: Multi-Agent System for Medical Necessity Justification ACL 2024 Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024 Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark AAAI 2024 Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators NeurIPS 2024 Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents NAACL 2024 A Fast and High-quality Text-to-Speech Method with Compressed Auxiliary Corpus and Limited Target Speaker Corpus COLING 2024 A Foundation Model for Error Correction Codes ICLR 2024 A Foundation Model for Zero-shot Logical Query Reasoning NeurIPS 2024 A General Protocol to Probe Large Vision Models for 3D Physical Understanding NeurIPS 2024 A General Theoretical Paradigm to Understand Learning from Human Preferences AISTATS 2024 Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models COLING 2024 AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models NAACL 2024