Natural Language Processing

Instruction Tuning Large Language Models to Understand Electronic Health Records NeurIPS 2024 Instruction Tuning with Human Curriculum NAACL 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024 Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions ICLR 2024 Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue ACL 2024 InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024 InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining ICML 2024 InstructSpeech: Following Speech Editing Instructions via Large Language Models ICML 2024 InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models ICML 2024 Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation ACL 2024 Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024 Integrating Headedness Information into an Auto-generated Multilingual CCGbank for Improved Semantic Interpretation COLING 2024 Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions IJCAI 2024 Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024 Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024 Integrating Quasi-symbolic Conceptual Knowledge into Language Model Pre-training CoNLL 2024 Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR Interspeech 2024 Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024 Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization EACL 2024 Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension ACL 2024 Intellectual property rights at the training, development and generation stages of Large Language Models COLING 2024 Intelligent Calibration for Bias Reduction in Sentiment Corpora Annotation Process AAAI 2024 Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP 2024 Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs COLING 2024