Language Modeling

Causality Based Front-door Defense Against Backdoor Attack on Language Models ICML 2024 Causal language modeling can elicit search and reasoning capabilities on logic puzzles NeurIPS 2024 Chain of Code: Reasoning with a Language Model-Augmented Code Emulator ICML 2024 Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ICLR 2024 Chain of Thought Empowers Transformers to Solve Inherently Serial Problems ICLR 2024 Chain-of-Thought Reasoning Without Prompting NeurIPS 2024 CharacterGLM: Customizing Social Characters with Large Language Models EMNLP 2024 Characterizing Text Datasets with Psycholinguistic Features EMNLP 2024 CharPoet: A Chinese Classical Poetry Generation System Based on Token-free LLM ACL 2024 ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline EMNLP 2024 Cheetah: Natural Language Generation for 517 African Languages ACL 2024 Chinese Spelling Correction as Rephrasing Language Model AAAI 2024 Chinese Spelling Corrector Is Just a Language Learner ACL 2024 CLLMs: Consistency Large Language Models ICML 2024 Closing the Curious Case of Neural Text Degeneration ICLR 2024 Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results COLING 2024 CMMLU: Measuring massive multitask language understanding in Chinese ACL 2024 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024 CoELM: Construction-Enhanced Language Modeling ACL 2024 CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024 Collaborative Performance Prediction for Large Language Models EMNLP 2024 Commentary Generation from Data Records of Multiplayer Strategy Esports Game NAACL 2024 Comparing a BERT Classifier and a GPT classifier for Detecting Connective Language Across Multiple Social Media EMNLP 2024 Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both? ACL 2024 Conditional Language Learning with Context ICML 2024