EMNLP - arXivDaily 期刊&会议

2310.16568 2023-10-26 cs.CL

1-PAGER: One Pass Answer Generation and Evidence Retrieval

Palak Jain, Livio Baldini Soares, Tom Kwiatkowski

Comments Accepted at EMNLP 2023 (Findings)

2310.16538 2023-10-26 cs.CL cs.AI cs.LG

FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning

Jaemin Shin, Hyungjun Yoon, Seungjoo Lee, Sungjoon Park, Yunxin Liu, Jinho D. Choi, Sung-Ju Lee

Comments Accepted to the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

2310.16528 2023-10-26 cs.CL

CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval

Jindřich Helcl, Jindřich Libovický

Comments 8 pages, 2 figures; System description paper at the MRL 2023 workshop at EMNLP 2023

2310.16523 2023-10-26 cs.CL cs.AI

Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen

Comments To appear at EMNLP 2023 main conference

2310.16484 2023-10-26 cs.CL

Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training

Max Müller-Eberstein, Rob van der Goot, Barbara Plank, Ivan Titov

Comments Accepted at EMNLP 2023 (Findings)

2310.16446 2023-10-26 cs.CL cs.AI

Diversity Enhanced Narrative Question Generation for Storybooks

Hokeun Yoon, JinYeong Bak

Comments Accepted to EMNLP 2023

2310.16417 2023-10-26 cs.CL

Enhanced Simultaneous Machine Translation with Word-level Policies

Kang Kim, Hankyu Cho

Comments EMNLP 2023 Findings

2310.16368 2023-10-26 cs.CL

Transformer-based Live Update Generation for Soccer Matches from Microblog Posts

Masashi Oshika, Kosuke Yamada, Ryohei Sasano, Koichi Takeda

Comments EMNLP 2023

2310.16361 2023-10-26 cs.CL cs.AI

InstructPTS: Instruction-Tuning LLMs for Product Title Summarization

Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi

Comments Accepted by EMNLP 2023 (Industry Track)

2310.16358 2023-10-26 cs.CL

From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction

Quzhe Huang, Yanxi Zhang, Dongyan Zhao

Comments Accepted to the Findings of EMNLP 2023 (Long Paper)

2310.16356 2023-10-26 cs.CL

A Multi-Modal Multilingual Benchmark for Document Image Classification

Yoshinari Fujinuma, Siddharth Varia, Nishant Sankaran, Srikar Appalaraju, Bonan Min, Yogarshi Vyas

Comments Accepted to EMNLP 2023 (Findings)

2310.16319 2023-10-26 cs.CL

DiQAD: A Benchmark Dataset for End-to-End Open-domain Dialogue Assessment

Yukun Zhao, Lingyong Yan, Weiwei Sun, Chong Meng, Shuaiqiang Wang, Zhicong Cheng, Zhaochun Ren, Dawei Yin

Comments Accepted to Findings of EMNLP 2023

2310.16301 2023-10-26 cs.CL

Is ChatGPT a Good Multi-Party Conversation Solver?

Chao-Hong Tan, Jia-Chen Gu, Zhen-Hua Ling

Comments Accepted by Findings of EMNLP 2023

2310.16269 2023-10-26 cs.CL cs.AI cs.CY

Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper

Cristina España-Bonet

Comments To be published at EMNLP 2023 (Findings)

2310.16261 2023-10-26 cs.CL

The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining

Ting-Rui Chiang, Dani Yogatama

Comments EMNLP 2023

2310.16251 2023-10-26 cs.CL cs.AI

Speakerly: A Voice-based Writing Assistant for Text Composition

Dhruv Kumar, Vipul Raheja, Alice Kaiser-Schatzlein, Robyn Perry, Apurva Joshi, Justin Hugues-Nuger, Samuel Lou, Navid Chowdhury

Comments Accepted at EMNLP 2023 Industry Track

2310.16240 2023-10-26 cs.CL

Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models

Raymond Li, Gabriel Murray, Giuseppe Carenini

Comments 14 pages, 3 figures, Camera-Ready for EMNLP 2023 Findings (Long Paper)

2310.16225 2023-10-26 cs.CL cs.AI cs.LG

CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset

Susanna Rücker, Alan Akbik

Comments EMNLP 2023 camera-ready version

2310.16197 2023-10-26 cs.CL

Background Summarization of Event Timelines

Adithya Pratapa, Kevin Small, Markus Dreyer

Comments EMNLP 2023 camera-ready

2310.16193 2023-10-26 cs.CL cs.AI

Length is a Curse and a Blessing for Document-level Semantics

Chenghao Xiao, Yizhi Li, G Thomas Hudson, Chenghua Lin, Noura Al Moubayed

Comments Accepted at EMNLP 2023. Our code is publicly available at https://github.com/gowitheflow-1998/LA-SER-cubed

2310.16142 2023-10-26 cs.CL cs.AI cs.LG

A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing

William Timkey, Tal Linzen

Comments To appear in Findings of the Association for Computational Linguistics: EMNLP 2023

2310.16135 2023-10-26 cs.CL

Can You Follow Me? Testing Situational Understanding in ChatGPT

Chenghao Yang, Allyson Ettinger

Comments EMNLP 2023 Main Paper (Camera Ready)

2310.16131 2023-10-26 cs.CL

GenKIE: Robust Generative Multimodal Document Key Information Extraction

Panfeng Cao, Ye Wang, Qiang Zhang, Zaiqiao Meng

Comments Accepted by EMNLP 2023, Findings paper

2310.15556 2023-10-26 cs.CL cs.IR

TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction

Junyi Liu, Liangzhi Li, Tong Xiang, Bowen Wang, Yiming Qian

Comments EMNLP 2023 Findings

2310.15298 2023-10-26 cs.CL cs.AI

TaskDiff: A Similarity Metric for Task-Oriented Conversations

Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian

Comments Accepted to the main conference at EMNLP 2023

2310.14563 2023-10-26 cs.CL cs.CY

NormDial: A Comparable Bilingual Synthetic Dialog Dataset for Modeling Social Norm Adherence and Violation

Oliver Li, Mallika Subramanian, Arkadiy Saakyan, Sky CH-Wang, Smaranda Muresan

Comments EMNLP 2023 Main Conference, Short Paper; Data at https://github.com/Aochong-Li/NormDial

2310.14480 2023-10-26 cs.LG

Attention-Enhancing Backdoor Attacks Against BERT-based Models

Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen

Comments Findings of EMNLP 2023

2310.13276 2023-10-26 cs.CV cs.CL cs.LG cs.MM

InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution

Xiangru Jian, Yimu Wang

Comments Findings of EMNLP 2023

2310.12971 2023-10-26 cs.CV cs.AI cs.CL

CLAIR: Evaluating Image Captions with Large Language Models

David Chan, Suzanne Petryk, Joseph E. Gonzalez, Trevor Darrell, John Canny

Comments To Appear at EMNLP 2023

2310.12127 2023-10-26 cs.CL cs.LG

A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation

Giuseppe Attanasio, Flor Miriam Plaza-del-Arco, Debora Nozza, Anne Lauscher

Comments Accepted at EMNLP 2023. Code and data at https://github.com/MilaNLProc/interpretability-mt-gender-bias