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Foundation Models

4845 directly classified papers

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Papers

Towards a Resilient Intelligent Automation System IJCAI 2024

Federated Automatic Differentiation JMLR 2024

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024

FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models ACL 2024

Selene: Pioneering Automated Proof in Software Verification ACL 2024

UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024

ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models ACL 2024

GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers ACL 2024

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024

Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models ACL 2024

Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024

OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024

Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024

Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024

CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ACL 2024

DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL 2024

SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024

Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024

CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation ACL 2024

Benchmarking Data Science Agents ACL 2024

A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024