conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6,405 papers

Papers per year

Papers

ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025
NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025
RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation EMNLP 2025
Large Language Models Discriminate Against Speakers of German Dialects EMNLP 2025
AbsVis – Benchmarking How Humans and Vision-Language Models “See” Abstract Concepts in Images EMNLP 2025
Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025
Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers EMNLP 2025
Robust Native Language Identification through Agentic Decomposition EMNLP 2025
ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch EMNLP 2025
MUZO: Leveraging Multiple Queries and Momentum for Zeroth-Order Fine-Tuning of Large Language Models EMNLP 2025
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025
VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025
TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization EMNLP 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025
Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025
ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025
IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages EMNLP 2025
Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments EMNLP 2025
Steering LLM Reasoning Through Bias-Only Adaptation EMNLP 2025
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs’ Responsiveness to Human Feedback EMNLP 2025