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

Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models ACL 2026
Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs ACL 2026
SAHM: A Benchmark for Arabic Financial and Shari’ah-Compliant Reasoning ACL 2026
CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ACL 2026
From Selection to Refinement: Iterative Optimization for Instruction Data ACL 2026
Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian Languages ACL 2026
Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs ACL 2026
BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models ACL 2026
Think Less, Code Better: Probing When Chain-of-Thought Hurts and How to Route Around It ACL 2026
MTIVE: Multi-Task Image Verification Engine Using Vision-Language Models for E-commerce ACL 2026
Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ACL 2026
Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling MIDL 2026
What Happens When: Learning Temporal Orders of Events in Videos WACV 2026
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning WACV 2026
GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval EACL 2026
Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump’s Presidential Campaigns EACL 2026
Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026
PromptLab: A Collaborative Platform for Prompt Engineering and Dataset Curation EACL 2026
DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning EACL 2026
Unlocking Large Audio-Language Models for Interactive Language Learning EACL 2026
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025
AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025
AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling EMNLP 2025
Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh ACL 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025