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Foundation Models

4845 directly classified papers

Papers per year

Papers

Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs NAACL 2025
Entropy-Based Decoding for Retrieval-Augmented Large Language Models NAACL 2025
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue NAACL 2025
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage NAACL 2025
Anticipating Future with Large Language Model for Simultaneous Machine Translation NAACL 2025
SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models NAACL 2025
Model Surgery: Modulating LLM’s Behavior Via Simple Parameter Editing NAACL 2025
On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena NAACL 2025
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models NAACL 2025
LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation NAACL 2025
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement NAACL 2025
Towards Inducing Long-Context Abilities in Multilingual Neural Machine Translation Models NAACL 2025
Generative Prompt Internalization NAACL 2025
Is Your LLM Outdated? A Deep Look at Temporal Generalization NAACL 2025
A Survey of NLP Progress in Sino-Tibetan Low-Resource Languages NAACL 2025
HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025
GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language Models NAACL 2025
Reverse Thinking Makes LLMs Stronger Reasoners NAACL 2025
On Positional Bias of Faithfulness for Long-form Summarization NAACL 2025
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment NAACL 2025
DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models NAACL 2025
Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge NAACL 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction NAACL 2025