EMNLP (Findings)

Publications

2023

Yui Oka, Tsutomu Hirao
Implicit Sense-labeled Connective Recognition as Text Generation. EMNLP (Findings) (2023)
Francisco Valentini, Juan Sosa, Diego Fernández Slezak, Edgar Altszyler
Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics. EMNLP (Findings) (2023)
Youngwoo Kim, Razieh Rahimi, James Allan
Conditional Natural Language Inference. EMNLP (Findings) (2023)
Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. EMNLP (Findings) (2023)
Huiyin Xue, Nikolaos Aletras
Pit One Against Many: Leveraging Attention-head Embeddings for Parameter-efficient Multi-head Attention. EMNLP (Findings) (2023)
Shashank Sonkar, Naiming Liu, Debshila Basu Mallick, Richard G. Baraniuk
CLASS: A Design Framework for Building Intelligent Tutoring Systems Based on Learning Science principles. EMNLP (Findings) (2023)
Ziheng Zeng, Suma Bhat
Unified Representation for Non-compositional and Compositional Expressions. EMNLP (Findings) (2023)
Magdalena Markowska, Mohammad Taghizadeh, Adil Soubki, Seyed Abolghasem Mirroshandel, Owen Rambow
Finding Common Ground: Annotating and Predicting Common Ground in Spoken Conversations. EMNLP (Findings) (2023)
Sourabh Dattatray Deoghare, Diptesh Kanojia, Frédéric Blain, Tharindu Ranasinghe, Pushpak Bhattacharyya
Quality Estimation-Assisted Automatic Post-Editing. EMNLP (Findings) (2023)
Shai Gretz, Alon Halfon, Ilya Shnayderman, Orith Toledo-Ronen, Artem Spector, Lena Dankin, Yannis Katsis, Ofir Arviv, Yoav Katz, Noam Slonim, Liat Ein-Dor
Zero-shot Topical Text Classification with LLMs - an Experimental Study. EMNLP (Findings) (2023)
Bao Chen, Yuanjie Wang, Zeming Liu, Yuhang Guo
Automatic Evaluate Dialogue Appropriateness by Using Dialogue Act. EMNLP (Findings) (2023)
Peijian Gu, Yaozong Shen, Lijie Wang, Quan Wang, Hua Wu, Zhendong Mao
IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding. EMNLP (Findings) (2023)
Paola Merlo
Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? EMNLP (Findings) (2023)
Shivanshu Gupta, Matt Gardner, Sameer Singh
Coverage-based Example Selection for In-Context Learning. EMNLP (Findings) (2023)
Koki Maeda, Shuhei Kurita, Taiki Miyanishi, Naoaki Okazaki
Query-based Image Captioning from Multi-context 360cdegree Images. EMNLP (Findings) (2023)
Daniil Larionov, Jens Grünwald, Christoph Leiter, Steffen Eger
EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics. EMNLP (Findings) (2023)
Allyson Ettinger, Jena D. Hwang, Valentina Pyatkin, Chandra Bhagavatula, Yejin Choi
"You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation. EMNLP (Findings) (2023)
Mohammad Rostami, Digbalay Bose, Shrikanth Narayanan, Aram Galstyan
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations. EMNLP (Findings) (2023)
Min Zhang, Xiaosong Qiao, Yanqing Zhao, Shimin Tao, Hao Yang
SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios. EMNLP (Findings) (2023)
Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model. EMNLP (Findings) (2023)
Amirhossein Kazemnejad, Mehdi Rezagholizadeh, Prasanna Parthasarathi, Sarath Chandar
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models. EMNLP (Findings) (2023)
Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Douglas Weber, Bo Li, Ding Zhao
Can Brain Signals Reveal Inner Alignment with Human Languages? EMNLP (Findings) (2023)
Shijie Chen, Ziru Chen, Huan Sun, Yu Su
Error Detection for Text-to-SQL Semantic Parsing. EMNLP (Findings) (2023)
Charles Torres, Richard Futrell
Simpler neural networks prefer subregular languages. EMNLP (Findings) (2023)
Aarohi Srivastava, David Chiang
BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text. EMNLP (Findings) (2023)
Sujatha Das Gollapalli, Beng Heng Ang, See-Kiong Ng
Identifying Early Maladaptive Schemas from Mental Health Question Texts. EMNLP (Findings) (2023)
Zilu Tang, Mayank Agarwal, Alexander Shypula, Bailin Wang, Derry Wijaya, Jie Chen, Yoon Kim
Explain-then-translate: an analysis on improving program translation with self-generated explanations. EMNLP (Findings) (2023)
Ying Xiong, Xin Yang, Linjing Liu, Ka-Chun Wong, Qingcai Chen, Yang Xiang, Buzhou Tang
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation. EMNLP (Findings) (2023)
Wei-Lin Chen, An-Zi Yen, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi Chen
ZARA: Improving Few-Shot Self-Rationalization for Small Language Models. EMNLP (Findings) (2023)
Gagan Sharma, R. Chinmay, Raksha Sharma
Late Fusion of Transformers for Sentiment Analysis of Code-Switched Data. EMNLP (Findings) (2023)
Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad
CITB: A Benchmark for Continual Instruction Tuning. EMNLP (Findings) (2023)
David Schlangen
On General Language Understanding. EMNLP (Findings) (2023)
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
Toward Joint Language Modeling for Speech Units and Text. EMNLP (Findings) (2023)
Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza
Data Pruning for Efficient Model Pruning in Neural Machine Translation. EMNLP (Findings) (2023)
Giuseppe Samo, Vivi Nastase, Chunyang Jiang, Paola Merlo
BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs. EMNLP (Findings) (2023)
Miao Li, Eduard H. Hovy, Jey Han Lau
Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation. EMNLP (Findings) (2023)
Hongbin Ye, Honghao Gui, Xin Xu, Xi Chen, Huajun Chen, Ningyu Zhang
Schema-adaptable Knowledge Graph Construction. EMNLP (Findings) (2023)
Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun
Automatic Evaluation of Attribution by Large Language Models. EMNLP (Findings) (2023)
Jai Aggarwal, Brian Diep, Julia Watson, Suzanne Stevenson
Investigating Online Community Engagement through Stancetaking. EMNLP (Findings) (2023)
Shahbaz Syed, Ahmad Dawar Hakimi, Khalid Al Khatib, Martin Potthast
Citance-Contextualized Summarization of Scientific Papers. EMNLP (Findings) (2023)
Siqi Ouyang, Lei Li
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models. EMNLP (Findings) (2023)
Sanne Hoeken, Özge Alaçam, Antske Fokkens, Pia Sommerauer
Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models. EMNLP (Findings) (2023)
Yi Ru Wang, Jiafei Duan, Dieter Fox, Siddhartha S. Srinivasa
NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP (Findings) (2023)
Heng Yang, Ke Li
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators. EMNLP (Findings) (2023)
Jingcheng Deng, Liang Pang, Huawei Shen, Xueqi Cheng
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling. EMNLP (Findings) (2023)
Yao Xu, Shizhu He, Cunguang Wang, Li Cai, Kang Liu, Jun Zhao
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs. EMNLP (Findings) (2023)
Philhoon Oh, James Thorne
Detrimental Contexts in Open-Domain Question Answering. EMNLP (Findings) (2023)
Tingfeng Cao, Chengyu Wang, Chuanqi Tan, Jun Huang, Jinhui Zhu
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension. EMNLP (Findings) (2023)
Romain Meunier, Farah Benamara, Véronique Moriceau, Patricia Stolf
Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification. EMNLP (Findings) (2023)
Khouloud Saadi, Jelena Mitrovic, Michael Granitzer
Learn From One Specialized Sub-Teacher: One-to-One Mapping for Feature-Based Knowledge Distillation. EMNLP (Findings) (2023)