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Large Language Models

6,405 papers

Papers per year

Papers

The Strawberry Problem: Emergence of Character-level Understanding in Tokenized Language Models EMNLP 2025
Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025
ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025
Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles EMNLP 2025
Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025
QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025
EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding EMNLP 2025
Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms EMNLP 2025
Probing Narrative Morals: A New Character-Focused MFT Framework for Use with Large Language Models EMNLP 2025
Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025
XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025
Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models EMNLP 2025
Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models EMNLP 2025
CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025
Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025
How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025
Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025
Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025