Large Language Models

Teaching Tiny Minds: Exploring Methods to Enhance Knowledge Distillation for Small Language Models CoNLL 2024 Team Innovative at SemEval-2024 Task 8: Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection SemEval 2024 Team ISM at CLPsych 2024: Extracting Evidence of Suicide Risk from Reddit Posts with Knowledge Self-Generation and Output Refinement using A Large Language Model EACL 2024 Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant ? NAACL 2024 Team YXZ at BioLaySumm: Adapting Large Language Models for Biomedical Lay Summarization ACL 2024 Team_Zero at StanceEval2024: Frozen PLMs for Arabic Stance Detection ACL 2024 TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models EMNLP 2024 TeleChat: An Open-source Billingual Large Language Model ACL 2024 Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models NAACL 2024 Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs ICLR 2024 TempCompass: Do Video LLMs Really Understand Videos? ACL 2024 Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024 Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024 Testing and Adapting the Representational Abilities of Large Language Models on Folktales in Low-Resource Languages EMNLP 2024 T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ACL 2024 Text2Reward: Reward Shaping with Language Models for Reinforcement Learning ICLR 2024 TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ACL 2024 Text Embedding Inversion Security for Multilingual Language Models ACL 2024 TextLap: Customizing Language Models for Text-to-Layout Planning EMNLP 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 Text Style Transfer Evaluation Using Large Language Models COLING 2024 The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators NeurIPS 2024 The ART of LLM Refinement: Ask, Refine, and Trust NAACL 2024 The Corpus AIKIA: Using Ranking Annotation for Offensive Language Detection in Modern Greek COLING 2024 The Defeat of the Winograd Schema Challenge (Abstract Reprint) AAAI 2024