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Large Language Models

6,405 papers

Papers per year

Papers

Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias EMNLP 2024
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors EMNLP 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024
Knowledge Conflicts for LLMs: A Survey EMNLP 2024
MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024
A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024
LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing EMNLP 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024
MOSEL: Inference Serving Using Dynamic Modality Selection EMNLP 2024
Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? EMNLP 2024
Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024
On the Relationship between Truth and Political Bias in Language Models EMNLP 2024
Can Active Label Correction Improve LLM-based Modular AI Systems? EMNLP 2024
Annotation alignment: Comparing LLM and human annotations of conversational safety EMNLP 2024
DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions EMNLP 2024
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models EMNLP 2024
Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic EMNLP 2024
Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024
Efficient Sequential Decision Making with Large Language Models EMNLP 2024