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Large Language Models

6405 directly classified papers

Papers per year

Papers

The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm EMNLP 2024
Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024
Communicating with Speakers and Listeners of Different Pragmatic Levels EMNLP 2024
Centrality-aware Product Retrieval and Ranking EMNLP 2024
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors EACL 2024
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024
Can Large Language Models Understand Context? EACL 2024
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024
Testing the Depth of ChatGPT’s Comprehension via Cross-Modal Tasks Based on ASCII-Art: GPT3.5’s Abilities in Regard to Recognizing and Generating ASCII-Art Are Not Totally Lacking EACL 2024
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference EACL 2024
Generative Interpretation: Toward Human-Like Evaluation for Educational Question-Answer Pair Generation EACL 2024
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization EACL 2024
LLM-GEm: Large Language Model-Guided Prediction of People’s Empathy Levels towards Newspaper Article EACL 2024
ICE-Score: Instructing Large Language Models to Evaluate Code EACL 2024
The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs EACL 2024
Understanding the effects of language-specific class imbalance in multilingual fine-tuning EACL 2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries EACL 2024
YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model EACL 2024
RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features EACL 2024
HAMiSoN-Generative at ClimateActivism 2024: Stance Detection using generative large language models EACL 2024
Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA EACL 2024
How Can Client Motivational Language Inform Psychotherapy Agents? EACL 2024
Automatic Annotation of Dream Report’s Emotional Content with Large Language Models EACL 2024
XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024