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Large Language Models

6405 directly classified papers

Papers per year

Papers

Are Language Models Worse than Humans at Following Prompts? It’s Complicated EMNLP 2023
Impact of Co-occurrence on Factual Knowledge of Large Language Models EMNLP 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023
Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? EMNLP 2023
Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023
“You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023
Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers EMNLP 2023
Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023
Intersectional Stereotypes in Large Language Models: Dataset and Analysis EMNLP 2023
A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing EMNLP 2023
A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023
Energy and Carbon Considerations of Fine-Tuning BERT EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023
CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models EMNLP 2023
Is GPT-4 a Good Data Analyst? EMNLP 2023
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems EMNLP 2023
NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023
Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language EMNLP 2023
On the Calibration of Large Language Models and Alignment EMNLP 2023