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Foundation Models

4,845 papers

Papers per year

Papers

Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
Demystifying Verbatim Memorization in Large Language Models EMNLP 2024
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024
Revisiting Few-Shot Object Detection with Vision-Language Models NIPS 2024
Exploring Scientific Hypothesis Generation with Mamba EMNLP 2024
PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning EMNLP 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024
Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024
Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
Effective Long-Context Scaling of Foundation Models NAACL 2024
Stochastic Neural Simulator for Generalizing Dynamical Systems across Environments IJCAI 2024
A Survey of Ontology Expansion for Conversational Understanding EMNLP 2024
Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem COLING 2024
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery IJCAI 2024
WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks NIPS 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry NIPS 2024
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration NIPS 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token NIPS 2024
LOVA3: Learning to Visual Question Answering, Asking and Assessment NIPS 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models NIPS 2024
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies NAACL 2024
Preference Learning Algorithms Do Not Learn Preference Rankings NIPS 2024
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models NAACL 2024
Approaching Human-Level Forecasting with Language Models NIPS 2024