conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6,405 papers

Papers per year

Papers

Unsupervised Hallucination Detection by Inspecting Reasoning Processes EMNLP 2025
Dyve: Thinking Fast and Slow for Dynamic Process Verification EMNLP 2025
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025
Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations EMNLP 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025
TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025
The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models EMNLP 2025
Understanding Subword Compositionality of Large Language Models EMNLP 2025
Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs EMNLP 2025
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models EMNLP 2025
Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025
Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations EMNLP 2025
DCR: Quantifying Data Contamination in LLMs Evaluation EMNLP 2025
Surprise Calibration for Better In-Context Learning EMNLP 2025
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth EMNLP 2025
Can Large Language Models be Effective Online Opinion Miners? EMNLP 2025
InterIDEAS: Philosophical Intertextuality via LLMs EMNLP 2025
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025
Enhancing LLM-Based Social Bot via an Adversarial Learning Framework EMNLP 2025
GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model EMNLP 2025
CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion EMNLP 2025
ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025
FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025
Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? EMNLP 2025