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Large Language Models

6405 directly classified papers

Papers per year

Papers

Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge ACL 2023
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023
DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023
WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models ACL 2023
Data Curation Alone Can Stabilize In-context Learning ACL 2023
Query Refinement Prompts for Closed-Book Long-Form QA ACL 2023
Large Language Models Meet NL2Code: A Survey ACL 2023
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models ACL 2023
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales ACL 2023
Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023
Few-shot In-context Learning on Knowledge Base Question Answering ACL 2023
Contrastive Learning with Adversarial Examples for Alleviating Pathology of Language Model ACL 2023
Parallel Context Windows for Large Language Models ACL 2023
Long-Tailed Question Answering in an Open World ACL 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment ACL 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL 2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ACL 2023
Won’t Get Fooled Again: Answering Questions with False Premises ACL 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models ACL 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023
Pre-Training to Learn in Context ACL 2023
Hidden Schema Networks ACL 2023