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)

A Corpus for Sentence-Level Subjectivity Detection on English News Articles COLING 2024 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 Active Prompting with Chain-of-Thought for Large Language Models ACL 2024 ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ACL 2024 Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024 Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024 Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? EMNLP 2024 AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization EMNLP 2024 Adapting LLM Predictions in In-Context Learning with Data Priors EMNLP 2024 Adapting LLMs for Structured Natural Language API Integration EMNLP 2024 Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters ACL 2024 Adapting Open-Source Generative Large Language Models for Low-Resource Languages: A Case Study for Turkish EMNLP 2024 Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization EMNLP 2024 Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers EMNLP 2024 Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024 AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024 A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages COLING 2024 Ad Auctions for LLMs via Retrieval Augmented Generation NeurIPS 2024 Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition ACL 2024 Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024 A decoder-only foundation model for time-series forecasting ICML 2024 A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024 Ad Hoc Compounds for Stance Detection COLING 2024 A diverse Multilingual News Headlines Dataset from around the World NAACL 2024 A Document-Level Text Simplification Dataset for Japanese COLING 2024