Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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6,661 to 6,720 of 11,232

Reward Design with Language Models
Minae Kwon, Sang Michael Xie, Kalesha Bullard +1
cs.LGcs.AIcs.CLarXiv:2303.00001v12023
Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models
Myra Cheng, Esin Durmus, Dan Jurafsky
cs.CLcs.AIcs.CYarXiv:2305.18189v12023
Information-Theoretic Probing with Minimum Description Length
Elena Voita, Ivan Titov
cs.CLarXiv:2003.12298v12020
CodeS: Towards Building Open-source Language Models for Text-to-SQL
Haoyang Li, Jing Zhang, Hanbing Liu +7
cs.CLcs.DBarXiv:2402.16347v12024
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
Rui Yang, Lin Song, Yanwei Li +4
cs.CVcs.CLarXiv:2305.18752v12023
BERTje: A Dutch BERT Model
Wietse de Vries, Andreas van Cranenburgh, Arianna Bisazza +3
cs.CLarXiv:1912.09582v12019
Lessons from Natural Language Inference in the Clinical Domain
Alexey Romanov, Chaitanya Shivade
cs.CLarXiv:1808.06752v22018
BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla
Abhik Bhattacharjee, Tahmid Hasan, Wasi Uddin Ahmad +5
cs.CLarXiv:2101.00204v42021
Position-Aware Tagging for Aspect Sentiment Triplet Extraction
Lu Xu, Hao Li, Wei Lu +1
cs.CLarXiv:2010.02609v32020
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
Mansi Phute, Alec Helbling, Matthew Hull +4
cs.CLcs.AIarXiv:2308.07308v42023
Automatic Detection of Cyberbullying in Social Media Text
Cynthia Van Hee, Gilles Jacobs, Chris Emmery +6
cs.CLcs.CYcs.SIarXiv:1801.05617v12018
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu +2
cs.CLcs.AIarXiv:2405.14831v32024
Multi-Source Neural Translation
Barret Zoph, Kevin Knight
cs.CLarXiv:1601.00710v12016
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Eric Zelikman, Georges Harik, Yijia Shao +3
cs.CLcs.AIcs.LGarXiv:2403.09629v22024
What Does it Mean for a Language Model to Preserve Privacy?
Hannah Brown, Katherine Lee, Fatemehsadat Mireshghallah +2
stat.MLcs.CLcs.LGarXiv:2202.05520v22022
BRIO: Bringing Order to Abstractive Summarization
Yixin Liu, Pengfei Liu, Dragomir Radev +1
cs.CLarXiv:2203.16804v12022
Selective Annotation Makes Language Models Better Few-Shot Learners
Hongjin Su, Jungo Kasai, Chen Henry Wu +8
cs.CLarXiv:2209.01975v12022
Improved Code Summarization via a Graph Neural Network
Alexander LeClair, Sakib Haque, Lingfei Wu +1
cs.SEcs.CLarXiv:2004.02843v22020
Counterfactual Samples Synthesizing for Robust Visual Question Answering
Long Chen, Xin Yan, Jun Xiao +3
cs.CVcs.CLcs.MMarXiv:2003.06576v12020
Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models
Zhen Lin, Shubhendu Trivedi, Jimeng Sun
cs.CLcs.LGstat.MLarXiv:2305.19187v32023
fairseq S2T: Fast Speech-to-Text Modeling with fairseq
Changhan Wang, Yun Tang, Xutai Ma +4
cs.CLeess.ASarXiv:2010.05171v22020
Federated Learning for Emoji Prediction in a Mobile Keyboard
Swaroop Ramaswamy, Rajiv Mathews, Kanishka Rao +1
cs.CLcs.LGarXiv:1906.04329v12019
Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction
Hyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han
cs.CVcs.CLcs.LGarXiv:1511.05756v12015
Gradient-based Adversarial Attacks against Text Transformers
Chuan Guo, Alexandre Sablayrolles, Hervé Jégou +1
cs.CLcs.AIcs.CRarXiv:2104.13733v12021
AFlow: Automating Agentic Workflow Generation
Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu +11
cs.AIcs.CLcs.LGarXiv:2410.10762v42024
Nearest Neighbor Machine Translation
Urvashi Khandelwal, Angela Fan, Dan Jurafsky +2
cs.CLarXiv:2010.00710v22020
SPoC: Search-based Pseudocode to Code
Sumith Kulal, Panupong Pasupat, Kartik Chandra +4
cs.LGcs.CLcs.PLarXiv:1906.04908v12019
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
S Sakshi, Utkarsh Tyagi, Sonal Kumar +6
eess.AScs.AIcs.CLarXiv:2410.19168v12024
Large Language Model Unlearning
Yuanshun Yao, Xiaojun Xu, Yang Liu
cs.CLcs.AIcs.LGarXiv:2310.10683v22023
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
Adam Fisch, Alon Talmor, Robin Jia +3
cs.CLarXiv:1910.09753v22019
Training Tips for the Transformer Model
Martin Popel, Ondřej Bojar
cs.CLarXiv:1804.00247v22018
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models
Alex Tamkin, Miles Brundage, Jack Clark +1
cs.CLcs.LGarXiv:2102.02503v12021
A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation
Junyoung Chung, Kyunghyun Cho, Yoshua Bengio
cs.CLcs.LGarXiv:1603.06147v42016
Simple Baseline for Visual Question Answering
Bolei Zhou, Yuandong Tian, Sainbayar Sukhbaatar +2
cs.CVcs.CLarXiv:1512.02167v22015
Smart Reply: Automated Response Suggestion for Email
Anjuli Kannan, Karol Kurach, Sujith Ravi +8
cs.CLarXiv:1606.04870v12016
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda +1
cs.CLarXiv:1601.01343v42016
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
Amir Feder, Katherine A. Keith, Emaad Manzoor +10
cs.CLcs.LGarXiv:2109.00725v22021
Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4
Hanmeng Liu, Ruoxi Ning, Zhiyang Teng +3
cs.CLcs.AIarXiv:2304.03439v32023
Pre-Trained Language Models for Interactive Decision-Making
Shuang Li, Xavier Puig, Chris Paxton +11
cs.LGcs.CLarXiv:2202.01771v42022
Certifying LLM Safety against Adversarial Prompting
Aounon Kumar, Chirag Agarwal, Suraj Srinivas +3
cs.CLcs.AIcs.CRarXiv:2309.02705v42023
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
Sandeep Subramanian, Adam Trischler, Yoshua Bengio +1
cs.CLarXiv:1804.00079v12018
Data-to-Text Generation with Content Selection and Planning
Ratish Puduppully, Li Dong, Mirella Lapata
cs.CLarXiv:1809.00582v22018
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
cs.CLcs.AIcs.CVarXiv:2206.06522v22022
Scaling Up Vision-Language Pre-training for Image Captioning
Xiaowei Hu, Zhe Gan, Jianfeng Wang +4
cs.CVcs.CLarXiv:2111.12233v22021
MMKG: Multi-Modal Knowledge Graphs
Ye Liu, Hui Li, Alberto Garcia-Duran +3
cs.AIcs.CLarXiv:1903.05485v12019
Emerging Cross-lingual Structure in Pretrained Language Models
Shijie Wu, Alexis Conneau, Haoran Li +2
cs.CLarXiv:1911.01464v32019
Large Language Model Guided Tree-of-Thought
Jieyi Long
cs.AIcs.CLcs.CVarXiv:2305.08291v12023
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
Jason D. Williams, Kavosh Asadi, Geoffrey Zweig
cs.AIcs.CLarXiv:1702.03274v22017
cosFormer: Rethinking Softmax in Attention
Zhen Qin, Weixuan Sun, Hui Deng +6
cs.CLarXiv:2202.08791v12022
A Contrastive Framework for Neural Text Generation
Yixuan Su, Tian Lan, Yan Wang +3
cs.CLarXiv:2202.06417v32022
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
Yaojie Lu, Hongyu Lin, Jin Xu +6
cs.CLarXiv:2106.09232v12021
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation
Alexandre Berard, Olivier Pietquin, Christophe Servan +1
cs.CLarXiv:1612.01744v12016
Want To Reduce Labeling Cost? GPT-3 Can Help
Shuohang Wang, Yang Liu, Yichong Xu +2
cs.CLcs.AIarXiv:2108.13487v12021
Neural Rating Regression with Abstractive Tips Generation for Recommendation
Piji Li, Zihao Wang, Zhaochun Ren +2
cs.CLcs.AIcs.IRarXiv:1708.00154v12017
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
Kaichen Zhang, Bo Li, Peiyuan Zhang +8
cs.CLcs.CVarXiv:2407.12772v22024
Neural News Recommendation with Attentive Multi-View Learning
Chuhan Wu, Fangzhao Wu, Mingxiao An +3
cs.CLcs.IRcs.LGarXiv:1907.05576v12019
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing
Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha
cs.CLarXiv:2108.05542v22021
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings
Thomas Manzini, Yao Chong Lim, Yulia Tsvetkov +1
cs.CLcs.LGstat.MLarXiv:1904.04047v32019
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
Van-Hoang Nguyen, Kazunari Sugiyama, Preslav Nakov +1
cs.SIcs.CLcs.IRarXiv:2008.07939v22020
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems
Paweł Budzianowski, Ivan Vulić
cs.CLarXiv:1907.05774v22019

Computation and Language

Reward Design with Language Models

Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models

Information-Theoretic Probing with Minimum Description Length

CodeS: Towards Building Open-source Language Models for Text-to-SQL

GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction

BERTje: A Dutch BERT Model

Lessons from Natural Language Inference in the Clinical Domain

BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla

Position-Aware Tagging for Aspect Sentiment Triplet Extraction

LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked

Automatic Detection of Cyberbullying in Social Media Text

HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Multi-Source Neural Translation

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

What Does it Mean for a Language Model to Preserve Privacy?

BRIO: Bringing Order to Abstractive Summarization

Selective Annotation Makes Language Models Better Few-Shot Learners

Improved Code Summarization via a Graph Neural Network

Counterfactual Samples Synthesizing for Robust Visual Question Answering

Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

fairseq S2T: Fast Speech-to-Text Modeling with fairseq

Federated Learning for Emoji Prediction in a Mobile Keyboard

Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction

Gradient-based Adversarial Attacks against Text Transformers

AFlow: Automating Agentic Workflow Generation

Nearest Neighbor Machine Translation

SPoC: Search-based Pseudocode to Code

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Large Language Model Unlearning

MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension

Training Tips for the Transformer Model

Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models

A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation

Simple Baseline for Visual Question Answering

Smart Reply: Automated Response Suggestion for Email

Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4

Pre-Trained Language Models for Interactive Decision-Making

Certifying LLM Safety against Adversarial Prompting

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

Data-to-Text Generation with Content Selection and Planning

LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning

Scaling Up Vision-Language Pre-training for Image Captioning

MMKG: Multi-Modal Knowledge Graphs

Emerging Cross-lingual Structure in Pretrained Language Models

Large Language Model Guided Tree-of-Thought

Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning

cosFormer: Rethinking Softmax in Attention

A Contrastive Framework for Neural Text Generation

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction

Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation

Want To Reduce Labeling Cost? GPT-3 Can Help

Neural Rating Regression with Abstractive Tips Generation for Recommendation

LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Neural News Recommendation with Attentive Multi-View Learning

AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing

Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings

FANG: Leveraging Social Context for Fake News Detection Using Graph Representation

Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems