EMNLP - arXivDaily 期刊&会议

2310.13106 2023-10-23 cs.CL

Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model

Zhuoer Wang, Yicheng Wang, Ziwei Zhu, James Caverlee

Comments EMNLP 2023 - Findings

2310.13080 2023-10-23 cs.CL cs.AI

From Multilingual Complexity to Emotional Clarity: Leveraging Commonsense to Unveil Emotions in Code-Mixed Dialogues

Shivani Kumar, Ramaneswaran S, Md Shad Akhtar, Tanmoy Chakraborty

Comments Paper accepted in EMNLP 2023. 15 pages, 6 figures, 9 tables

2310.13022 2023-10-23 cs.LG cs.AI cs.CL

Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding

Jianing Wang, Qiushi Sun, Nuo Chen, Chengyu Wang, Jun Huang, Ming Gao, Xiang Li

Comments Accepted by Findings of EMNLP 2023

2305.14600 2023-10-23 cs.CL cs.LG

Learning Semantic Role Labeling from Compatible Label Sequences

Tao Li, Ghazaleh Kazeminejad, Susan W. Brown, Martha Palmer, Vivek Srikumar

Comments Accepted at Findings of EMNLP 2023

2305.13660 2023-10-23 cs.CL

Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning

Xiao Yu, Maximillian Chen, Zhou Yu

Comments Accepted at EMNLP 2023

2305.12947 2023-10-23 cs.CL

ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness

Jan Cegin, Jakub Simko, Peter Brusilovsky

Comments Long paper accepted to EMNLP 2023 conference main track, 17 pages, 9 figures

2305.08828 2023-10-23 cs.CL

PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India

Ashok Urlana, Pinzhen Chen, Zheng Zhao, Shay B. Cohen, Manish Shrivastava, Barry Haddow

Comments Findings of EMNLP 2023

2305.02321 2023-10-23 cs.CL cs.AI cs.CY

Entity-Based Evaluation of Political Bias in Automatic Summarization

Karen Zhou, Chenhao Tan

Comments 13 pages, 4 figures, Findings of EMNLP 2023, code at https://github.com/ChicagoHAI/entity-based-political-bias

2303.06573 2023-10-23 cs.IR

Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search

Kelong Mao, Zhicheng Dou, Fengran Mo, Jiewen Hou, Haonan Chen, Hongjin Qian

Comments Accepted to Findings of EMNLP 2023. Code: https://github.com/kyriemao/LLM4CS/

2302.12343 2023-10-23 cs.CL cs.AI cs.LG

CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models

Denis Jered McInerney, Geoffrey Young, Jan-Willem van de Meent, Byron C. Wallace

Comments To be published at EMNLP Findings 2023

2211.16773 2023-10-23 cs.CL

KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning

Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu

Comments Accepted at EMNLP 2023

2211.08203 2023-10-23 cs.CL

Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics

Francisco Valentini, Juan Cruz Sosa, Diego Fernandez Slezak, Edgar Altszyler

Comments Camera Ready for EMNLP 2023 (Findings)

2204.05185 2023-10-23 cs.CL cs.LG

Uniform Complexity for Text Generation

Joseph Marvin Imperial, Harish Tayyar Madabushi

Comments Final camera-ready for EMNLP 2023

2310.12892 2023-10-20 cs.CL

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems

Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulić

Comments Accepted to EMNLP 2023

2310.12836 2023-10-20 cs.CL cs.LG

Knowledge-Augmented Language Model Verification

Jinheon Baek, Soyeong Jeong, Minki Kang, Jong C. Park, Sung Ju Hwang

Comments EMNLP 2023

2310.12818 2023-10-20 cs.CL cs.AI cs.LG

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models

Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

Comments EMNLP 2023 Findings

2310.12774 2023-10-20 cs.CL cs.AI cs.LG

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning

Han Zhou, Xingchen Wan, Ivan Vulić, Anna Korhonen

Comments Findings of EMNLP 2023. 10 pages, 5 figures, 4 tables (14 pages, 5 figures, 8 tables including references and appendices)

2310.12664 2023-10-20 cs.CL

Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing

Yue Guo, Zian Xu, Yi Yang

Comments Findings of EMNLP 2023 (short paper)

2310.12620 2023-10-20 cs.CL

Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications

Yue Guo, Chenxi Hu, Yi Yang

Comments EMNLP 2023 main conference

2310.12585 2023-10-20 cs.CL cs.AI cs.LG

Time-Aware Representation Learning for Time-Sensitive Question Answering

Jungbin Son, Alice Oh

Comments 2023 EMNLP Findings

2310.12575 2023-10-20 cs.CL

Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers

Dmitry Nikolaev, Tanise Ceron, Sebastian Padó

Comments Accepted to EMNLP 2023

2310.12505 2023-10-20 cs.CL cs.CR cs.LG

Attack Prompt Generation for Red Teaming and Defending Large Language Models

Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang, Xiangnan He

Comments Accepted to EMNLP 2023 (Findings)

2310.12490 2023-10-20 cs.CL

Co$^2$PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning

Xiangjue Dong, Ziwei Zhu, Zhuoer Wang, Maria Teleki, James Caverlee

Comments To appear in Findings of EMNLP 2023

2310.12444 2023-10-20 cs.CL

Revisiting Sparse Retrieval for Few-shot Entity Linking

Yulin Chen, Zhenran Xu, Baotian Hu, Min Zhang

Comments EMNLP 2023

2310.12442 2023-10-20 cs.CL cs.LG

Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer

Qingru Zhang, Dhananjay Ram, Cole Hawkins, Sheng Zha, Tuo Zhao

Comments The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023 Findings)

2310.12426 2023-10-20 cs.CL cs.AI

MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models

Deepak Nathani, David Wang, Liangming Pan, William Yang Wang

Comments Accepted at EMNLP 2023 Main Conference, Camera Ready

2310.12418 2023-10-20 cs.CL

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions

Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han

Comments EMNLP 2023

2310.12406 2023-10-20 cs.CL

FinEntity: Entity-level Sentiment Classification for Financial Texts

Yixuan Tang, Yi Yang, Allen H Huang, Andy Tam, Justin Z Tang

Comments EMNLP'23 Main Conference Short Paper

2310.12344 2023-10-20 cs.CL cs.CV

LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following

Cheng-Fu Yang, Yen-Chun Chen, Jianwei Yang, Xiyang Dai, Lu Yuan, Yu-Chiang Frank Wang, Kai-Wei Chang

Comments EMNLP 2023

2310.12318 2023-10-20 cs.CL cs.AI cs.CY cs.HC

The Sentiment Problem: A Critical Survey towards Deconstructing Sentiment Analysis

Pranav Narayanan Venkit, Mukund Srinath, Sanjana Gautam, Saranya Venkatraman, Vipul Gupta, Rebecca J. Passonneau, Shomir Wilson

Comments This paper has been accepted and will appear at the EMNLP 2023 Main Conference