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Large Language Models

6,405 papers

Papers per year

Papers

EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs EMNLP 2025
Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025
DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation EMNLP 2025
FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks EMNLP 2025
Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? EMNLP 2025
TLUE: A Tibetan Language Understanding Evaluation Benchmark EMNLP 2025
Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems EMNLP 2025
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025
Quantifying Logical Consistency in Transformers via Query-Key Alignment EMNLP 2025
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025
CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025
Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips EMNLP 2025
Retracing the Past: LLMs Emit Training Data When They Get Lost EMNLP 2025
Evaluating Large Language Models for Detecting Antisemitism EMNLP 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025
Towards Robust Mathematical Reasoning EMNLP 2025
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning EMNLP 2025
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025
Argument Summarization and its Evaluation in the Era of Large Language Models EMNLP 2025
Computational Analysis of Conversation Dynamics through Participant Responsivity EMNLP 2025
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025
Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages EMNLP 2025
Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews EMNLP 2025