Large Language Models

FZI-WIM at AVeriTeC Shared Task: Real-World Fact-Checking with Question Answering EMNLP 2024 FZZG at WILDRE-7: Fine-tuning Pre-trained Models for Code-mixed, Less-resourced Sentiment Analysis COLING 2024 Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis ICLR 2024 GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024 GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps NeurIPS 2024 GATE X-E : A Challenge Set for Gender-Fair Translations from Weakly-Gendered Languages ACL 2024 GAVx at SemEval-2024 Task 10: Emotion Flip Reasoning via Stacked Instruction Finetuning of LLMs SemEval 2024 GEAR-Up: Generative AI and External Knowledge-Based Retrieval: Upgrading Scholarly Article Searches for Systematic Reviews AAAI 2024 GEE! Grammar Error Explanation with Large Language Models NAACL 2024 Gendered Grammar or Ingrained Bias? Exploring Gender Bias in Icelandic Language Models COLING 2024 Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing EMNLP 2024 GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024 Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ACL 2024 Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024 Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models ACL 2024 Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024 Generating Interpretations of Policy Announcements EMNLP 2024 Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology COLING 2024 Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding ACL 2024 Generative Judge for Evaluating Alignment ICLR 2024 Generative Multi-Modal Knowledge Retrieval with Large Language Models AAAI 2024 GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models NAACL 2024 Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions ICLR 2024 GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving ACL 2024 GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024