conftrace_
← Learning Types
Machine Learning › Learning Types ›

Large Language Models

104 papers

Papers per year

1
1
2
4
9
35
50
2

Papers

An empirical study of validating synthetic data for formula generation NAACL 2025
NarraDetect: An annotated dataset for the task of narrative detection NAACL 2025
Grammar-Aligned Decoding NIPS 2024
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NIPS 2024
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information NIPS 2024
Rethinking LLM Memorization through the Lens of Adversarial Compression NIPS 2024
TableRAG: Million-Token Table Understanding with Language Models NIPS 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024
End-To-End Causal Effect Estimation from Unstructured Natural Language Data NIPS 2024
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation NIPS 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NIPS 2024
Discovering Preference Optimization Algorithms with and for Large Language Models NIPS 2024
Text Embedding Inversion Security for Multilingual Language Models ACL 2024
A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ACL 2024
Automatic Engineering of Long Prompts ACL 2024
Irish-based Large Language Model with Extreme Low-Resource Settings in Machine Translation ACL 2024
HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024
Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024
Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024
Financial Product Ontology Population with Large Language Models ACL 2024
Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models ACL 2024
I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024
Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024
How Does the Disclosure of AI Assistance Affect the Perceptions of Writing? EMNLP 2024