Large Language Models

IterAlign: Iterative Constitutional Alignment of Large Language Models NAACL 2024 Iteration Head: A Mechanistic Study of Chain-of-Thought NeurIPS 2024 Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024 It is a Truth Individually Acknowledged: Cross-references On Demand EMNLP 2024 It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024 It’s Difficult to Be Neutral – Human and LLM-based Sentiment Annotation of Patient Comments COLING 2024 ”It’s how you do things that matters”: Attending to Process to Better Serve Indigenous Communities with Language Technologies EACL 2024 It’s Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning ACL 2024 JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models NeurIPS 2024 Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters NeurIPS 2024 JCoLA: Japanese Corpus of Linguistic Acceptability COLING 2024 JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024 Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing EMNLP 2024 JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering COLING 2024 JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024 JLBert: Japanese Light BERT for Cross-Domain Short Text Classification COLING 2024 JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models SemEval 2024 JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024 JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning ACL 2024 Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons AAAI 2024 JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024 JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far NAACL 2024 Junk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs “Difficult" Downstream Tasks in LLMs ICML 2024 Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024 KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning AAAI 2024