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Large Language Models

6405 directly classified papers

Papers per year

Papers

Retrieved In-Context Principles from Previous Mistakes EMNLP 2024
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors 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
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
On the Relationship between Truth and Political Bias in Language Models EMNLP 2024
Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024
Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024
Reverse-Engineering the Reader EMNLP 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding EMNLP 2024
Precise Model Benchmarking with Only a Few Observations EMNLP 2024
Development of Cognitive Intelligence in Pre-trained Language Models EMNLP 2024
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? EMNLP 2024