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Foundation Models

4,845 papers

Papers per year

Papers

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs ACL 2024
CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers ACL 2024
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation ACL 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs ACL 2024
Aligning Large Language Models for Controllable Recommendations ACL 2024
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding ACL 2024
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards ACL 2024
Multimodal Table Understanding ACL 2024
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations ACL 2024
Large Language Models are not Fair Evaluators ACL 2024
Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline ACL 2024
Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL 2024
MERA: A Comprehensive LLM Evaluation in Russian ACL 2024
NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ACL 2024
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ACL 2024
Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ACL 2024
Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning ACL 2024
Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024
Uncertainty Aware Learning for Language Model Alignment ACL 2024