conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Foundation Models

4,845 papers

Papers per year

Papers

TroL: Traversal of Layers for Large Language and Vision Models EMNLP 2024
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024
Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models EMNLP 2024
CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers ACL 2024
Large Language Model-based Pipeline for Item Difficulty and Response Time Estimation for Educational Assessments NAACL 2024
∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NIPS 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024
DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training NAACL 2024
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024
MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models NAACL 2024
Qsnail: A Questionnaire Dataset for Sequential Question Generation COLING 2024
OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety ACL 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models EMNLP 2024
End-to-End Ontology Learning with Large Language Models NIPS 2024
Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators EMNLP 2024
NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ACL 2024
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024
MultiLegalPile: A 689GB Multilingual Legal Corpus ACL 2024
Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis EMNLP 2024
Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction INTERSPEECH 2024
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024
From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions EMNLP 2024
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024