Resources & Methods

Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023 Task-specific Compression for Multi-task Language Models using Attribution-based Pruning EACL 2023 Task-Specific Skill Localization in Fine-tuned Language Models ICML 2023 Taxonomy of Problems in Lexical Semantics ACL 2023 TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023 Teaching Small Language Models to Reason ACL 2023 Teaching Structured Vision & Language Concepts to Vision & Language Models CVPR 2023 Team JUSTR00 at SemEval-2023 Task 3: Transformers for News Articles Classification SemEval 2023 Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation AACL 2023 Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023 TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SemEval 2023 Team TheSyllogist at SemEval-2023 Task 3: Language-Agnostic Framing Detection in Multi-Lingual Online News: A Zero-Shot Transfer Approach SemEval 2023 TechSSN at SemEval-2023 Task 12: Monolingual Sentiment Classification in Hausa Tweets SemEval 2023 TEMPERA: Test-Time Prompt Editing via Reinforcement Learning ICLR 2023 Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023 Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting EMNLP 2023 TermoUD - a language-independent terminology extraction tool EACL 2023 Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples NeurIPS 2023 Test-time Augmentation for Factual Probing EMNLP 2023 Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models ACL 2023 Text Classification via Large Language Models EMNLP 2023 Text Fact Transfer EMNLP 2023 TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference EMNLP 2023 Text Rendering Strategies for Pixel Language Models EMNLP 2023 Text Representation Distillation via Information Bottleneck Principle EMNLP 2023