conftrace_

instruction tuning

838 papers

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IT

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large language model (13587) language model (4599) multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) vision-language model (2348) low-resource language (2273) few-shot learning (3398) in-context learning (1405) multimodal large language model (966)

Papers

InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment ACL 2024
ROSE Doesn’t Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding ACL 2024
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models ACL 2024
MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models ACL 2024
InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024
Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024
Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags ACL 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction ACL 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
SMART: Submodular Data Mixture Strategy for Instruction Tuning ACL 2024
DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning ACL 2024
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing EMNLP 2024
Which questions should I answer? Salience Prediction of Inquisitive Questions EMNLP 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
Hidden Persuaders: LLMs’ Political Leaning and Their Influence on Voters EMNLP 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024
Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024
HRVDA: High-Resolution Visual Document Assistant CVPR 2024
VILA: On Pre-training for Visual Language Models CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
TSDS: Data Selection for Task-Specific Model Finetuning NIPS 2024