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Foundation Models

4845 directly classified papers

Papers per year

Papers

Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023
Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023
Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023
IC3: Image Captioning by Committee Consensus EMNLP 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models EMNLP 2023
Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs EMNLP 2023
When are Lemons Purple? The Concept Association Bias of Vision-Language Models EMNLP 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT EMNLP 2023
MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023
RIGA at SemEval-2023 Task 2: NER Enhanced with GPT-3 SEMEVAL 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting EMNLP 2023
ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023
Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023
Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023
Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval EMNLP 2023
ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023
Time-Considerable Dialogue Models via Reranking by Time Dependency EMNLP 2023
impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023
Complex Event Schema Induction with Knowledge-Enriched Diffusion Model EMNLP 2023