conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

Papers per year

2

3

5

5

7

5

6

4

10

9

6

77

224

402

561

898

1,020

1,354

1,930

3,704

4,815

1,149

'10

'15

'20

'25

Papers (including subtopics)

Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 Homophone2Vec: Embedding Space Analysis for Empirical Evaluation of Phonological and Semantic Similarity ACL 2024 HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024 HourVideo: 1-Hour Video-Language Understanding NeurIPS 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024 How are Prompts Different in Terms of Sensitivity? NAACL 2024 How can large language models become more human? ACL 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NeurIPS 2024 How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability AISTATS 2024 How Does In-Context Learning Help Prompt Tuning? EACL 2024 How Does Quantization Affect Multilingual LLMs? EMNLP 2024 How Do Large Language Models Acquire Factual Knowledge During Pretraining? NeurIPS 2024 How do Large Language Models Handle Multilingualism? NeurIPS 2024 How do Transformers Perform In-Context Autoregressive Learning ? ICML 2024 How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions ACL 2024 How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data EMNLP 2024 How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data ACL 2024 How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024 How Gender Interacts with Political Values: A Case Study on Czech BERT Models COLING 2024 How Human-Like Are Word Associations in Generative Models? An Experiment in Slovene COLING 2024 How Important Is Tokenization in French Medical Masked Language Models? COLING 2024 How Interpretable are Reasoning Explanations from Prompting Large Language Models? NAACL 2024 How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study COLING 2024 How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ACL 2024