Large Language Models

Systematic Evaluation of Long-Context LLMs on Financial Concepts EMNLP 2024 Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024 TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NeurIPS 2024 Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains ICML 2024 Tag Map: A Text-Based Map for Spatial Reasoning and Navigation with Large Language Models CoRL 2024 TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024 Tailoring Self-Rationalizers with Multi-Reward Distillation ICLR 2024 Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models NeurIPS 2024 Talk like a Graph: Encoding Graphs for Large Language Models ICLR 2024 Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ACL 2024 Tandem Transformers for Inference Efficient LLMs ICML 2024 TaskBench: Benchmarking Large Language Models for Task Automation NeurIPS 2024 Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024 Task Success Prediction for Open-Vocabulary Manipulation Based on Multi-Level Aligned Representations CoRL 2024 Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024 Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NeurIPS 2024 Teach CLIP to Develop a Number Sense for Ordinal Regression ECCV 2024 Teaching Language Models to Self-Improve by Learning from Language Feedback ACL 2024 Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024 Team Innovative at SemEval-2024 Task 8: Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection SemEval 2024 Team MLab at SemEval-2024 Task 8: Analyzing Encoder Embeddings for Detecting LLM-generated Text SemEval 2024 TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion 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 what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization EMNLP 2024