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Foundation Models

4,845 papers

Papers per year

Papers

Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation EMNLP 2025
Cross-Document Event-Keyed Summarization ACL 2025
Discrete Minds in a Continuous World: Do Language Models Know Time Passes? EMNLP 2025
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025
Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation ACL 2025
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges ACL 2025
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025
Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025
PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis ACL 2025
The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning IJCAI 2025
CATALOG: A Camera Trap Language-Guided Contrastive Learning Model WACV 2025
Automated Authentication of Quranic Verses Using BERT (Bidirectional Encoder Representations from Transformers) based Language Models COLING 2025
SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning ACL 2025
CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025
AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward CVPR 2025
Generalized Few-Shot Point Cloud Segmentation via LLM-Assisted Hyper-Relation Matching ICCV 2025
Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025
Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025
Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP 2025
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization ACL 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025
Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025
3LM: Bridging Arabic, STEM, and Code through Benchmarking EMNLP 2025