← Authors

Siva Reddy

62 papers · 2010–2025 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (100) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (15) 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution πŸ‘₯ Mega-Team (82) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (223) πŸ’Ž Century Club (62) ❓ The Questioner (4) πŸ”₯ Unstoppable (6)

Conferences

EMNLP (19) ACL (16) NAACL (6) ICML (5) NIPS (5) IJCNLP (4) EACL (2) ICLR (2) SEMEVAL (2) CONLL (1)

Top co-authors

Spandana Gella (7) Xing Han Lu (6) Dzmitry Bahdanau (5) Edoardo Maria Ponti (5) Nicholas Meade (5) Diana McCarthy (4) Vaibhav Adlakha (4) Zichao Li (4) Alessandro Sordoni (4) Arkil Patel (3)

Research topics

Privacy (1)

Keywords

large language model (7) question answering (7) language model (6) semantic parsing (5) in-context learning (4) few-shot learning (3) dialogue system (3) retrieval-augmented generation (3) dependency parsing (3) language modeling (3) vision-language model (3) multimodal learning (3) visual question answering (3) information retrieval (3) pre-trained language model (3) visual grounding (2) benchmark evaluation (2) natural language understanding (2) code generation (2) zero-shot learning (2)

Papers

Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025
MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning EMNLP 2025
SafeArena: Evaluating the Safety of Autonomous Web Agents ICML 2025
Understanding the Influence of Synthetic Data for Text Embedders ACL 2025
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ACL 2025
VinePPO: Refining Credit Assignment in RL Training of LLMs ICML 2025
Language Models Largely Exhibit Human-like Constituent Ordering Preferences NAACL 2025
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue ICML 2024
Faithfulness Measurable Masked Language Models ICML 2024
Benchmarking Vision Language Models for Cultural Understanding EMNLP 2024
Learning Action and Reasoning-Centric Image Editing from Videos and Simulation NIPS 2024
Are self-explanations from Large Language Models faithful? ACL 2024
Evaluating In-Context Learning of Libraries for Code Generation NAACL 2024
In-Context Learning for Text Classification with Many Labels EMNLP 2023
Combining Parameter-efficient Modules for Task-level Generalisation EACL 2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents EACL 2023
Are Diffusion Models Vision-And-Language Reasoners? NIPS 2023
The Impact of Positional Encoding on Length Generalization in Transformers NIPS 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023
Syntactic Substitutability as Unsupervised Dependency Syntax EMNLP 2023
Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness EMNLP 2023
Using In-Context Learning to Improve Dialogue Safety EMNLP 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment ACL 2022
The Power of Prompt Tuning for Low-Resource Semantic Parsing ACL 2022
Compositional Generalization in Dependency Parsing ACL 2022
Image Retrieval from Contextual Descriptions ACL 2022
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining EMNLP 2022
The Curious Case of Absolute Position Embeddings EMNLP 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages ICML 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? NAACL 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022
Minimax and Neyman–Pearson Meta-Learning for Outlier Languages IJCNLP 2021
StereoSet: Measuring stereotypical bias in pretrained language models IJCNLP 2021
Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions EMNLP 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021
Visually Grounded Reasoning across Languages and Cultures EMNLP 2021
Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ACL 2021
StereoSet: Measuring stereotypical bias in pretrained language models ACL 2021
Understanding by Understanding Not: Modeling Negation in Language Models NAACL 2021
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering NIPS 2021
Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle NAACL 2021
Measuring Systematic Generalization in Neural Proof Generation with Transformers NIPS 2020
Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020
Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback EMNLP 2020
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining EMNLP 2020
Learning to Paraphrase for Question Answering EMNLP 2017
Universal Semantic Parsing EMNLP 2017
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies CONLL 2017
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks ACL 2017
Learning Structured Natural Language Representations for Semantic Parsing ACL 2017
Assessing Relative Sentence Complexity using an Incremental CCG Parser NAACL 2016
Question Answering on Freebase via Relation Extraction and Textual Evidence ACL 2016
Evaluating Induced CCG Parsers on Grounded Semantic Parsing EMNLP 2016
DSS: Text Similarity Using Lexical Alignments of Form, Distributional Semantics and Grammatical Relations SEMEVAL 2012
An Empirical Study on Compositionality in Compound Nouns IJCNLP 2011
Dynamic and Static Prototype Vectors for Semantic Composition IJCNLP 2011
WSD as a Distributed Constraint Optimization Problem ACL 2010
IIITH: Domain Specific Word Sense Disambiguation SEMEVAL 2010