EMNLP 2023 Conference Submissions

NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark
Oscar Sainz, Jon Ander Campos, Iker García-Ferrero, Julen Etxaniz, Oier Lopez de Lacalle, Eneko Agirre
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection
Youngwook Kim, Shinwoo Park, Youngsoo Namgoong, Yo-Sub Han
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation
Xiaohua Wang, Yuliang Yan, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation
Qiang Zhang, Jason Naradowsky, Yusuke Miyao
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics
Yiwei Qin, Weizhe Yuan, Graham Neubig, Pengfei Liu
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Revisiting Source Context in Nearest Neighbor Machine Translation
Xuanhong Li, Peng Li, Po Hu
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
A Study on Accessing Linguistic Information in Pre-Trained Language Models by Using Prompts
Marion Di Marco, Katharina Hämmerl, Alexander Fraser
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Haoyang Huang, Tianyi Tang, Dongdong Zhang, Xin Zhao, Ting Song, Yan Xia, Furu Wei
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models
Qianlong Wang, Keyang Ding, Bin Liang, Min Yang, Ruifeng Xu
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection
Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Unleashing the Power of Language Models in Text-Attributed Graph
Haoyu Kuang, Jiarong Xu, Haozhe Zhang, Zuyu Zhao, Qi Zhang, Xuanjing Huang, zhongyu wei
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
From Speculation Detection to Trustworthy Relational Tuples in Information Extraction
Kuicai Dong, Aixin Sun, Jung-jae Kim, Xiaoli Li
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
GDA: Grammar-based Data Augmentation for Text Classification using Slot Information
Joonghyuk Hahn, Hyunjoon Cheon, Elizabeth Grace Orwig, Su-Hyeon Kim, Sang-Ki Ko, Yo-Sub Han
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors
Marek Kubis, Paweł Marek Skórzewski, Marcin Sowanski, TOMASZ ZIĘTKIEWICZ
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
$\textit{From Chaos to Clarity}$: Claim Normalization to Empower Fact-Checking
Megha Sundriyal, Tanmoy Chakraborty, Preslav Nakov
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Diversity Enhanced Narrative Question Generation for Storybooks
Hokeun Yoon, JinYeong Bak
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
Conversational Semantic Parsing using Dynamic Context Graphs
Parag Jain, Mirella Lapata
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms
Meghdut Sengupta, Milad Alshomary, Ingrid Scharlau, Henning Wachsmuth
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment
Boyang XUE, Weichao Wang, Hongru WANG, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
Multi-Task Learning of Query Generation and Classification for Generative Conversational Question Rewriting
Sarawoot Kongyoung, Craig MacDonald, Iadh Ounis
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense
Kankan Zhou, Eason Lai, Wei Bin Au Yeong, Kyriakos Mouratidis, Jing Jiang
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone
HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System
Mingjie Qian, Yongsen Zheng, Jinghui Qin, Liang Lin
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
Rumor Detection on Social Media with Crowd Intelligence and ChatGPT-Assisted Networks
Chang Yang, Peng Zhang, Wenbo Qiao, Hui Gao, JiaMing Zhao
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
Open Information Extraction via Chunks
Kuicai Dong, Aixin Sun, Jung-jae Kim, Xiaoli Li
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Main
- Readers: Everyone
LogiCoT: Logical Chain-of-Thought Instruction Tuning
Hanmeng Liu, Zhiyang Teng, Leyang Cui, Chaoli Zhang, Qiji Zhou, Yue Zhang
- Published: 07 Oct 2023, Last Modified: 01 Dec 2023
- EMNLP 2023 Findings
- Readers: Everyone