语言大模型 / LLM

Adversarial Attacks on Image Generation With Made-Up Words

Raphaël Millière

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.LG

The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood

Shahrzad Naseri, Sravana Reddy, Joana Correia, Jussi Karlgren, Rosie Jones

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

The Role of Complex NLP in Transformers for Text Ranking?

David Rau, Jaap Kamps

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Proceedings of the 2022 ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR '22)

NatGen: Generative pre-training by "Naturalizing" source code

Saikat Chakraborty, Toufique Ahmed, Yangruibo Ding, Premkumar Devanbu, Baishakhi Ray

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted to be published in ESEC/FSE 2022

Cooperative Self-training of Machine Reading Comprehension

Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James Glass

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments NAACL 2022

Leveraging Language for Accelerated Learning of Tool Manipulation

Allen Z. Ren, Bharat Govil, Tsung-Yen Yang, Karthik Narasimhan, Anirudha Majumdar

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One

Yezhen Wang, Tong Che, Bo Li, Kaitao Song, Hengzhi Pei, Yoshua Bengio, Dongsheng Li

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Preprint version

Surfer100: Generating Surveys From Web Resources, Wikipedia-style

Irene Li, Alexander Fabbri, Rina Kawamura, Yixin Liu, Xiangru Tang, Jaesung Tae, Chang Shen, Sally Ma, Tomoe Mizutani, Dragomir Radev

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments LREC 2022, main conference

CoCon: A Self-Supervised Approach for Controlled Text Generation

Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments ICLR 2021 Camera-Ready

What Changed? Investigating Debiasing Methods using Causal Mediation Analysis

Sullam Jeoung, Jana Diesner

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Paradigm Shift in Natural Language Processing

Tianxiang Sun, Xiangyang Liu, Xipeng Qiu, Xuanjing Huang

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to Machine Intelligence Research. Published version: https://link.springer.com/article/10.1007/s11633-022-1331-6. Website: https://txsun1997.github.io/nlp-paradigm-shift

Journal ref Mach. Intell. Res. 19, 169-183 (2022)

PERT: A New Solution to Pinyin to Character Conversion Task

Jinghui Xiao, Qun Liu, Xin Jiang, Yuanfeng Xiong, Haiteng Wu, Zhe Zhang

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Adaptive Prompt Learning-based Few-Shot Sentiment Analysis

Pengfei Zhang, Tingting Chai, Yongdong Xu

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.AI

Robust Conversational Agents against Imperceptible Toxicity Triggers

Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

The Limits of Word Level Differential Privacy

Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness

Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer

Ameet Deshpande, Partha Talukdar, Karthik Narasimhan

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted at NAACL 2022

Predicting Issue Types with seBERT

Alexander Trautsch, Steffen Herbold

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted for Publication at the NLBSE'22 Tool Competition

Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language

Jayant Chhillar

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted at SemEval-2022, 7 pages, 6 Figures, 7 Tables

CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning

Siddharth Verma, Justin Fu, Mengjiao Yang, Sergey Levine

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems

Debjoy Saha, Bishal Santra, Pawan Goyal

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments 9 pages, 12 figures

Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER

Amit Pandey, Swayatta Daw, Vikram Pudi

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Applying Automatic Text Summarization for Fake News Detection

Philipp Hartl, Udo Kruschwitz

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Preprint. Accepted to appear in Proceedings of LREC 2022

Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging

Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.AI

Comments Accepted by ACL-findings 2022

PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning

Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.LG

Comments ACL 2022 (Main Conference). Code: https://github.com/rz-zhang/PRBoost

Journal ref ACL 2022

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge

Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by Findings of ACL 2022

An Investigation of the (In)effectiveness of Counterfactually Augmented Data

Nitish Joshi, He He

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments ACL 2022 (v3: Toy theoretical example updated)

Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Yao Lu, Max Bartolo, Alastair Moore, Sebastian Riedel, Pontus Stenetorp

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments ACL 2022

RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling

Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments accepted by AAAI-22, camera ready version

Uniform Sampling over Episode Difficulty

Sébastien M. R. Arnold, Guneet S. Dhillon, Avinash Ravichandran, Stefano Soatto

专题命中 其他LLM ：prompting(abstract)；分类 cs.AI、cs.LG

Comments NeurIPS'21 camera ready