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Large Language Models

9067 directly classified papers

Papers per year

Papers

Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs ACL 2023
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English ACL 2023
Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction ACL 2023
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023
Syllogistic Reasoning for Legal Judgment Analysis EMNLP 2023
Can We Edit Multimodal Large Language Models? EMNLP 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NIPS 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark NIPS 2023
Exposing Attention Glitches with Flip-Flop Language Modeling NIPS 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models NIPS 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NIPS 2023
Differentially Private Model Compression NIPS 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models ACL 2022
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View ACL 2022
Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge ACL 2022
MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators ACL 2022
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA ACL 2022
Universal Conditional Masked Language Pre-training for Neural Machine Translation ACL 2022
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing ACL 2022