Natural Language Processing

Insights into LLM Long-Context Failures: When Transformers Know but Don’t Tell EMNLP 2024 Insights of a Usability Study for KBQA Interactive Semantic Parsing: Generation Yields Benefits over Templates but External Validity Remains Challenging COLING 2024 Inspecting Soundness of AMR Similarity Metrics in terms of Equivalence and Inequivalence NAACL 2024 #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models ICLR 2024 Instance-level Expert Knowledge and Aggregate Discriminative Attention for Radiology Report Generation CVPR 2024 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024 Instant Messaging Platforms News Multi-Task Classification for Stance, Sentiment, and Discrimination Detection COLING 2024 InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis NAACL 2024 InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024 InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024 InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024 InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024 InstructEval: Instruction-Tuned Text Evaluator from Human Preference ACL 2024 InstructEval: Systematic Evaluation of Instruction Selection Methods NAACL 2024 InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024 InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment ACL 2024 Instructing Large Language Models to Identify and Ignore Irrelevant Conditions NAACL 2024 Instruction Data Generation and Unsupervised Adaptation for Speech Language Models Interspeech 2024 Instruction Embedding: Latent Representations of Instructions Towards Task Identification NeurIPS 2024 Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024 Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks EMNLP 2024 Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024 Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024 Instruction-tuned Language Models are Better Knowledge Learners ACL 2024 Instruction Tuning for Secure Code Generation ICML 2024